To begin, let’s explore the function we created to run all of this statistical analysis:
mysubsetMDS <- function(x){
mysubset <- df %>%
select(starts_with(x))
meta <- metaMDS(mysubset)
MDS_df <- data.frame(MDS1=meta$points[,1],MDS2=meta$points[,2]) %>%
cbind(demo)
return(MDS_df)
}
In English, this function allows us to run the MDS according to
each subset of demographic and each subset of question type that we
want. Obviously, in this page, we are exploring number of
dependents.
Let’s explore the science identity subset of questions first. Running
our function we created and plotting it, we are left with this image of
the plot:
This
is great and all, but let’s run an adonis test to see if there is a
significant difference in how different number of dependents goals
responded to science identity questions:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$dependents 1 0.0212 0.021182 0.66268 0.00213 0.504
## Residuals 310 9.9088 0.031964 0.99787
## Total 311 9.9299 1.00000
##
## $call
## adonis(formula = si ~ demo$dependents)
##
## $coefficients
## si1 si2 si3 si4 si5
## (Intercept) 3.3232619 3.59589967 2.9956706 3.13524224 3.200160348
## demo$dependents -0.1033559 -0.04086588 -0.1414729 0.03839194 -0.009575077
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.197832095 0.1709128579 0.17995051 0.346055031 0.203217628
## demo$dependents 0.004207184 0.0002188839 -0.01249486 -0.007660983 0.003405216
## 6 7 8 9 10
## (Intercept) 0.14922919 0.1905309 0.202648917 0.148388903 0.180815561
## demo$dependents -0.00888091 -0.0105386 0.004234927 -0.004459338 0.003832853
## 11 12 13 14 15
## (Intercept) 0.440594187 0.159895659 0.158325952 0.158325952 0.186753218
## demo$dependents -0.006442289 -0.008195165 0.001206507 0.001206507 -0.004253479
## 16 17 18 19 20
## (Intercept) 0.1656903986 0.171074440 0.199374712 0.185776904 0.203624649
## demo$dependents 0.0003251688 0.002522359 -0.005852771 0.004520953 -0.009784807
## 21 22 23 24
## (Intercept) 0.175764474 0.157069359 0.161303919 0.185966996
## demo$dependents -0.004543598 -0.005723573 -0.003971311 -0.002190853
## 25 26 27 28 29
## (Intercept) 0.166337431 0.230614150 0.158325952 0.22698684 0.1509682
## demo$dependents -0.002791734 0.005577467 0.001206507 -0.01493341 -0.0101045
## 30 31 32 33 34
## (Intercept) 0.25381224 0.23419948 0.158325952 0.39534674 0.20714037
## demo$dependents -0.01321441 -0.01246193 0.001206507 -0.01188671 -0.01000255
## 35 36 37 38 39
## (Intercept) 0.14922919 0.19455511 0.166337431 0.1656903986 0.154780269
## demo$dependents -0.00888091 -0.01075775 -0.002791734 0.0003251688 -0.002006356
## 40 41 42 43 44
## (Intercept) 0.159895659 0.198495805 0.198495805 0.146801332 0.148388903
## demo$dependents -0.008195165 0.002198414 0.002198414 -0.003115984 -0.004459338
## 45 46 47 48 49
## (Intercept) 0.30003197 0.159895659 0.496775489 0.178681457 0.17471328
## demo$dependents -0.01511317 -0.008195165 -0.001677806 -0.003364005 -0.01134141
## 50 51 52 53 54
## (Intercept) 0.15969734 0.230614150 0.21634720 0.224373101 0.215744288
## demo$dependents -0.01174706 0.005577467 -0.01294622 -0.005084867 0.006094221
## 55 56 57 58 59
## (Intercept) 0.1640657062 0.203420054 0.16137327 0.1510665657 0.158325952
## demo$dependents 0.0002377888 -0.004114007 -0.01292955 0.0003049338 0.001206507
## 60 61 62 63 64
## (Intercept) 0.387114131 0.148388903 0.152335040 0.1509682 0.203199245
## demo$dependents -0.009934787 -0.004459338 -0.001088655 -0.0101045 -0.007916136
## 65 66 67 68 69
## (Intercept) 0.15969734 0.27428388 0.215744288 0.16882417 0.222725428
## demo$dependents -0.01174706 -0.01149528 0.006094221 -0.00961493 -0.004085764
## 70 71 72 73 74
## (Intercept) 0.21376055 0.249265184 0.146801332 0.16805298 0.18558616
## demo$dependents -0.01547518 -0.009270051 -0.003115984 -0.01008328 -0.00804313
## 75 76 77 78 79
## (Intercept) 0.230614150 0.16028158 0.1640657062 0.200660931 0.18646209
## demo$dependents 0.005577467 -0.00265709 0.0002377888 0.005798185 -0.01066555
## 80 81 82 83 84
## (Intercept) 0.173099709 0.173099709 0.167980788 0.18646209 0.178681457
## demo$dependents -0.001026941 -0.001026941 -0.004942118 -0.01066555 -0.003364005
## 85 86 87 88 89
## (Intercept) 0.198489802 0.14922919 0.190070707 0.496775489 0.200660931
## demo$dependents -0.007416325 -0.00888091 -0.001579658 -0.001677806 0.005798185
## 90 91 92 93 94
## (Intercept) 0.30190639 0.153721539 0.1820347 0.171970263 0.164960227
## demo$dependents -0.01110044 -0.005193308 0.0017798 -0.000451038 0.001712289
## 95 96 97 98 99
## (Intercept) 0.181002945 0.17492231 0.186784293 0.197032904 0.237003456
## demo$dependents 0.002433632 -0.00766865 0.003882457 -0.003678026 -0.006166871
## 100 101 102 103 104
## (Intercept) 0.238716949 0.21515596 0.171829154 0.153721539 0.146801332
## demo$dependents 0.003749856 -0.01325002 -0.004280919 -0.005193308 -0.003115984
## 105 106 107 108 109
## (Intercept) 0.20166480 0.387114131 0.191784785 0.243522325 0.191057754
## demo$dependents 0.00485879 -0.009934787 -0.001864063 -0.007178222 0.004352398
## 110 111 112 113 114
## (Intercept) 0.17471328 0.15969734 0.188389403 0.152335040 0.189476180
## demo$dependents -0.01134141 -0.01174706 0.002072768 -0.001088655 -0.008259687
## 115 116 117 118 119
## (Intercept) 0.496775489 0.334243898 0.200660931 0.209285239 0.17082326
## demo$dependents -0.001677806 -0.002613703 0.005798185 -0.001494846 -0.01112485
## 120 121 122 123 124
## (Intercept) 0.358081028 0.148388903 0.152335040 0.230614150 0.306852700
## demo$dependents 0.001192049 -0.004459338 -0.001088655 0.005577467 -0.009148033
## 125 126 127 128 129
## (Intercept) 0.171883754 0.169484785 0.30835282 0.496775489 0.230614150
## demo$dependents -0.003226305 -0.008230098 -0.01189524 -0.001677806 0.005577467
## 130 131 132 133 134
## (Intercept) 0.171074440 0.30904628 0.203624649 0.218247489 0.181002945
## demo$dependents 0.002522359 -0.01503241 -0.009784807 0.003754038 0.002433632
## 135 136 137 138 139
## (Intercept) 0.148388903 0.170304429 0.212087225 0.16823262 0.2120442204
## demo$dependents -0.004459338 0.001603272 0.004154549 -0.00675073 -0.0006509739
## 140 141 142 143 144
## (Intercept) 0.1820347 0.157386359 0.146801332 0.178312285 0.1656903986
## demo$dependents 0.0017798 0.002619527 -0.003115984 -0.002364279 0.0003251688
## 145 146 147 148 149
## (Intercept) 0.34410083 0.171745277 0.198489802 0.3476234 0.19748842
## demo$dependents -0.01188544 -0.005155917 -0.007416325 -0.0105634 0.00283691
## 150 151 152 153 154
## (Intercept) 0.234073054 0.25577979 0.17383660 0.220749098 0.164996255
## demo$dependents -0.001490285 -0.01193076 0.00329052 -0.009226819 -0.004439461
## 155 156 157 158 159
## (Intercept) 0.17383660 0.496775489 0.230614150 0.230614150 0.1830858768
## demo$dependents 0.00329052 -0.001677806 0.005577467 0.005577467 0.0007958429
## 160 161 162 163 164
## (Intercept) 0.246094145 0.159895659 0.181002945 0.185776904 0.167845370
## demo$dependents -0.006655004 -0.008195165 0.002433632 0.004520953 0.003557532
## 165 166 167 168 169
## (Intercept) 0.1509682 0.1706531985 0.191785843 0.157069359 0.27436167
## demo$dependents -0.0101045 -0.0005647126 -0.007037216 -0.005723573 -0.01581407
## 170 171 172 173 174
## (Intercept) 0.159895659 0.1905309 0.14922919 0.246094145 0.175919528
## demo$dependents -0.008195165 -0.0105386 -0.00888091 -0.006655004 0.001652731
## 175 176 177 178 179
## (Intercept) 0.191087886 0.183268237 0.154780269 0.21447308 0.191057754
## demo$dependents 0.002822149 -0.004313899 -0.002006356 -0.01052115 0.004352398
## 180 181 182 183 184
## (Intercept) 0.33813608 0.171745277 0.148388903 0.146801332 0.157069359
## demo$dependents -0.01062622 -0.005155917 -0.004459338 -0.003115984 -0.005723573
## 185 186 187 188 189
## (Intercept) 0.18558616 0.194775920 0.155104950 0.171657510 0.16805298
## demo$dependents -0.00804313 -0.006955621 -0.006478903 -0.004547464 -0.01008328
## 190 191 192 193 194
## (Intercept) 0.15969734 0.496775489 0.184661909 0.20166480 0.186784293
## demo$dependents -0.01174706 -0.001677806 -0.002039161 0.00485879 0.003882457
## 195 196 197 198 199
## (Intercept) 0.237686342 0.26565326 0.165047132 0.178827927 0.152335040
## demo$dependents -0.008895737 -0.01227072 0.000998361 -0.007556841 -0.001088655
## 200 201 202 203 204
## (Intercept) 0.181002945 0.187553439 0.15969734 0.148388903 0.159895659
## demo$dependents 0.002433632 -0.005685668 -0.01174706 -0.004459338 -0.008195165
## 205 206 207 208 209
## (Intercept) 0.16805298 0.230614150 0.193122237 0.157386359 0.190258438
## demo$dependents -0.01008328 0.005577467 0.001222494 0.002619527 -0.005615051
## 210 211 212 213
## (Intercept) 0.183268237 0.161303919 0.179986502 0.395485459
## demo$dependents -0.004313899 -0.003971311 -0.004260967 -0.006818541
## 214 215 216 217 218
## (Intercept) 0.496775489 0.21014222 0.178613589 0.356699703 0.496775489
## demo$dependents -0.001677806 -0.00679776 0.003453396 -0.008834329 -0.001677806
## 219 220 221 222 223
## (Intercept) 0.1680839488 0.158325952 0.1510665657 0.230614150 0.186784293
## demo$dependents -0.0005690192 0.001206507 0.0003049338 0.005577467 0.003882457
## 224 225 226 227 228
## (Intercept) 0.183346783 0.496775489 0.195405199 0.346055031 0.157603921
## demo$dependents 0.001561801 -0.001677806 -0.003988037 -0.007660983 -0.007421361
## 229 230 231 232 233
## (Intercept) 0.158325952 0.153721539 0.385471480 0.180815561 0.243758065
## demo$dependents 0.001206507 -0.005193308 -0.006858565 0.003832853 -0.009355781
## 234 235 236 237 238
## (Intercept) 0.1695767126 0.182949451 0.153721539 0.186753218 0.14922919
## demo$dependents 0.0004431501 0.002155068 -0.005193308 -0.004253479 -0.00888091
## 239 240 241 242 243
## (Intercept) 0.272802989 0.3075462 0.153721539 0.26565326 0.387373653
## demo$dependents -0.009568021 -0.0122852 -0.005193308 -0.01227072 -0.007466743
## 244 245 246 247 248
## (Intercept) 0.196461454 0.1988790321 0.191785843 0.3075462 0.243591012
## demo$dependents 0.003798069 0.0005060011 -0.007037216 -0.0122852 -0.009350779
## 249 250 251 252
## (Intercept) 0.1753117325 0.179334709 0.234056525 0.152335040
## demo$dependents -0.0008341516 -0.001332376 -0.008887899 -0.001088655
## 253 254 255 256 257
## (Intercept) 0.193619951 0.185776904 0.14922919 0.155104950 0.31766555
## demo$dependents -0.007642454 0.004520953 -0.00888091 -0.006478903 -0.01340772
## 258 259 260 261 262
## (Intercept) 0.211109462 0.17057617 0.496775489 0.146801332 0.26634557
## demo$dependents -0.006610109 -0.00453427 -0.001677806 -0.003115984 -0.01525872
## 263 264 265 266 267
## (Intercept) 0.26634557 0.1765073484 0.173644479 0.218247489 0.16882417
## demo$dependents -0.01525872 0.0007845164 -0.002347727 0.003754038 -0.00961493
## 268 269 270 271 272
## (Intercept) 0.154780269 0.17471328 0.152335040 0.148388903 0.30190639
## demo$dependents -0.002006356 -0.01134141 -0.001088655 -0.004459338 -0.01110044
## 273 274 275 276 277
## (Intercept) 0.16028158 0.19748842 0.203199245 0.270103165 0.171074440
## demo$dependents -0.00265709 0.00283691 -0.007916136 -0.005614216 0.002522359
## 278 279 280 281 282
## (Intercept) 0.191784785 0.254856314 0.1535655370 0.1786189 0.168519308
## demo$dependents -0.001864063 -0.006714377 -0.0006375241 -0.0112296 0.001113072
## 283 284 285 286 287
## (Intercept) 0.27424022 0.158325952 0.178312285 0.209902516 0.185542250
## demo$dependents -0.01217577 0.001206507 -0.002364279 -0.007549768 -0.008286075
## 288 289 290 291 292
## (Intercept) 0.157386359 0.17492231 0.154780269 0.214905883 0.157069359
## demo$dependents 0.002619527 -0.00766865 -0.002006356 0.002494575 -0.005723573
## 293 294 295 296 297
## (Intercept) 0.196461454 0.164996255 0.1695767126 0.23419948 0.1509682
## demo$dependents 0.003798069 -0.004439461 0.0004431501 -0.01246193 -0.0101045
## 298 299 300 301 302
## (Intercept) 0.157257923 0.154780269 0.230614150 0.185776904 0.22717082
## demo$dependents -0.002284844 -0.002006356 0.005577467 0.004520953 -0.00124512
## 303 304 305 306 307
## (Intercept) 0.17383660 0.351357678 0.221386221 0.158325952 0.174270540
## demo$dependents 0.00329052 -0.007142625 -0.006100569 0.001206507 -0.005543572
## 308 309 310 311
## (Intercept) 0.167415140 0.273249506 0.199330007 0.322352570
## demo$dependents -0.008310439 -0.005286767 -0.009607079 -0.006405445
## 312
## (Intercept) 0.496775489
## demo$dependents -0.001677806
##
## $f.perms
## [,1]
## [1,] 2.8091358652
## [2,] 1.4789040324
## [3,] 0.2039296963
## [4,] 1.3703846632
## [5,] 2.2077823258
## [6,] 3.9278266636
## [7,] 3.7425844247
## [8,] 1.2649661001
## [9,] 0.8656638171
## [10,] 1.0749959505
## [11,] 0.2475561798
## [12,] 1.0647438136
## [13,] 0.3480238586
## [14,] 0.6176012012
## [15,] 0.0200567988
## [16,] 0.4742252883
## [17,] 1.0386001046
## [18,] 1.7803336976
## [19,] 0.1340485068
## [20,] 6.1815884297
## [21,] 0.2569404311
## [22,] 2.5239385854
## [23,] 0.6812976840
## [24,] 0.3722955811
## [25,] 1.2250740299
## [26,] 0.2777233545
## [27,] 1.6113450479
## [28,] 8.0620544069
## [29,] 0.1218901062
## [30,] 7.3977702170
## [31,] 2.2360774810
## [32,] 0.5468739541
## [33,] 0.1578938130
## [34,] 0.5188146042
## [35,] 0.6026519382
## [36,] 0.4268478042
## [37,] 3.1957332491
## [38,] 0.9188793518
## [39,] 0.8705307514
## [40,] 2.9634603653
## [41,] 0.0274927168
## [42,] 2.9967336096
## [43,] 0.7439054184
## [44,] 0.0385575679
## [45,] 2.7521818588
## [46,] 0.9752420792
## [47,] 1.4601142020
## [48,] 0.4601215510
## [49,] 1.8424310724
## [50,] 2.2236962365
## [51,] 0.5090188565
## [52,] -0.0303896675
## [53,] 0.9794602332
## [54,] 1.6696158232
## [55,] 0.1688611649
## [56,] 0.7590276581
## [57,] 0.3240199667
## [58,] 0.2637523447
## [59,] 1.2026442827
## [60,] 0.2620576777
## [61,] 0.0625285881
## [62,] 1.8235794677
## [63,] 0.2373917348
## [64,] 0.5010859669
## [65,] 0.2543494571
## [66,] 2.7001288222
## [67,] 0.8933243519
## [68,] -0.0705637304
## [69,] -0.0726678895
## [70,] 0.1275074312
## [71,] 0.7334791855
## [72,] 0.8951666797
## [73,] 0.1535750003
## [74,] 0.6344038627
## [75,] 1.1556234461
## [76,] 2.9143175411
## [77,] 4.0012873268
## [78,] 0.3599843436
## [79,] 0.3629742970
## [80,] 0.4157807364
## [81,] 1.0436704789
## [82,] 0.2178871935
## [83,] 0.3294609861
## [84,] 0.1456023513
## [85,] 1.0289752506
## [86,] 0.3552944290
## [87,] 1.9712399291
## [88,] 0.1998606499
## [89,] 0.0283558554
## [90,] 0.0656078191
## [91,] 0.1771386914
## [92,] 0.5362230635
## [93,] 0.8376764591
## [94,] 0.0332143247
## [95,] 2.5623749321
## [96,] 0.4491836743
## [97,] 0.5181862272
## [98,] 0.1842151278
## [99,] 4.9240342503
## [100,] 0.5847434311
## [101,] 0.2735369020
## [102,] 9.5982678356
## [103,] 0.8227407756
## [104,] 0.3420503643
## [105,] 0.3374497509
## [106,] 0.7833573660
## [107,] 2.7466438753
## [108,] 1.2260565414
## [109,] 0.2125858078
## [110,] 0.4424475630
## [111,] 2.0466934556
## [112,] 1.3424664477
## [113,] 0.4887349632
## [114,] 0.1876447334
## [115,] 1.7535838095
## [116,] 1.2918110070
## [117,] 0.9240163856
## [118,] 0.2109772808
## [119,] 0.3939502028
## [120,] 0.8743865558
## [121,] 0.3857407811
## [122,] 0.7203804552
## [123,] 1.4913149737
## [124,] 3.7477862254
## [125,] 7.7315709805
## [126,] 1.4701192075
## [127,] 2.2731649076
## [128,] 0.3790907417
## [129,] 0.2898399891
## [130,] 0.5776019143
## [131,] 1.4805531792
## [132,] 0.5393788682
## [133,] 1.1275964547
## [134,] 0.3682602766
## [135,] 0.7149729058
## [136,] 0.4727080354
## [137,] 1.6947432737
## [138,] 1.6623434611
## [139,] 0.6022146391
## [140,] 0.7380393758
## [141,] 3.5170158641
## [142,] -0.0608050015
## [143,] 1.1375030831
## [144,] 2.3782201462
## [145,] 1.5788173910
## [146,] 0.0543034074
## [147,] 0.8185801692
## [148,] 0.5172965831
## [149,] 0.9203775273
## [150,] 0.2841460887
## [151,] 2.7719548699
## [152,] -0.0707907852
## [153,] 1.2226183887
## [154,] 0.6491400351
## [155,] 0.6615024823
## [156,] 0.2782908265
## [157,] 0.5084936213
## [158,] 1.1488391682
## [159,] 0.1373111643
## [160,] 2.8727190513
## [161,] 0.7268943479
## [162,] 0.3200368456
## [163,] 0.4552315676
## [164,] 4.3061574344
## [165,] 0.9963725197
## [166,] 0.4965051877
## [167,] 0.2285016245
## [168,] 0.3395054375
## [169,] 1.0268668032
## [170,] 1.5016152330
## [171,] 0.2466568554
## [172,] 0.5281955511
## [173,] 1.8286223137
## [174,] 0.8716422695
## [175,] 0.5166714112
## [176,] 0.8453627500
## [177,] 0.7887170248
## [178,] 0.1697760537
## [179,] 0.4678493203
## [180,] -0.0778581434
## [181,] 1.2798573578
## [182,] 1.2126271470
## [183,] 0.3546249688
## [184,] 1.5541364272
## [185,] -0.0866659099
## [186,] 0.8396894038
## [187,] 1.7780163519
## [188,] 5.7135729838
## [189,] 3.4967771267
## [190,] 4.9565005343
## [191,] 1.5190121387
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## [801,] 0.4905315493
## [802,] 1.6931135836
## [803,] 0.7231314240
## [804,] 0.2670516967
## [805,] 0.9781216107
## [806,] 0.7865325603
## [807,] 0.6202375478
## [808,] 0.4051876630
## [809,] 3.9299959069
## [810,] 1.2922634417
## [811,] 1.8486213454
## [812,] 1.5890887583
## [813,] 1.1409877567
## [814,] 0.5882025701
## [815,] 0.4479031093
## [816,] 0.2222851159
## [817,] 0.8006642848
## [818,] 2.3344705334
## [819,] -0.0403138046
## [820,] 1.0843789569
## [821,] 0.3457434341
## [822,] 0.6038559639
## [823,] 0.4533439799
## [824,] 1.4035140493
## [825,] 1.3960849083
## [826,] 0.7884088722
## [827,] 1.0994589776
## [828,] 0.0509357090
## [829,] 0.8014787399
## [830,] 0.4257285747
## [831,] -0.0043177444
## [832,] 0.4402178073
## [833,] 1.9903424051
## [834,] 4.6982037876
## [835,] 1.6424623027
## [836,] 0.0342154144
## [837,] 0.3171716178
## [838,] 0.8815445729
## [839,] 0.3398734896
## [840,] 3.3108249374
## [841,] 0.5902437375
## [842,] 2.6216354446
## [843,] 0.1567168641
## [844,] -0.0662354780
## [845,] 0.3199846853
## [846,] -0.1307544736
## [847,] 2.8290119854
## [848,] 0.4298415171
## [849,] 0.1460233007
## [850,] 0.6169997407
## [851,] -0.3187712992
## [852,] 0.2966367416
## [853,] 2.8865803738
## [854,] 1.1567614365
## [855,] 0.5436231155
## [856,] 0.4635196226
## [857,] -0.1392690400
## [858,] 1.3072727224
## [859,] 0.0869432190
## [860,] -0.0014526701
## [861,] 3.8031017293
## [862,] 0.4871143584
## [863,] 0.4124426220
## [864,] -0.0906042589
## [865,] 0.2866257502
## [866,] 2.2252398209
## [867,] 0.3447559584
## [868,] 0.3849331305
## [869,] 0.1699501772
## [870,] 0.8652633044
## [871,] 2.4573796169
## [872,] 0.2834543561
## [873,] 1.0482553806
## [874,] 0.8012989826
## [875,] 0.7820575296
## [876,] 1.8341310190
## [877,] 0.9580245302
## [878,] 1.0865061858
## [879,] 0.5170665857
## [880,] 0.3157981383
## [881,] -0.1755910591
## [882,] 0.3191187100
## [883,] 3.2825021839
## [884,] 0.2465383858
## [885,] 0.0326796026
## [886,] 0.3034152458
## [887,] 0.0684601621
## [888,] 1.3535582994
## [889,] 0.4622696148
## [890,] 1.0860547121
## [891,] 0.3803393949
## [892,] 1.0488450444
## [893,] 1.0742742377
## [894,] 0.5220382626
## [895,] 1.1788696286
## [896,] 0.3586003628
## [897,] 0.6209434347
## [898,] 0.3373954102
## [899,] 1.1422089693
## [900,] 2.0722531722
## [901,] 2.7661595500
## [902,] 0.1031821451
## [903,] 0.3730937525
## [904,] 3.7928714183
## [905,] 0.5765333302
## [906,] 1.8945517420
## [907,] 0.5495082435
## [908,] 0.8421371779
## [909,] 0.7871494068
## [910,] 0.7136464554
## [911,] 3.6029308271
## [912,] 0.4404501604
## [913,] 0.0714072049
## [914,] 1.1268947833
## [915,] 0.3899920860
## [916,] 8.0539163704
## [917,] 3.8126158761
## [918,] 1.2390357465
## [919,] 0.2052452266
## [920,] 0.1349021089
## [921,] 0.8674532326
## [922,] 0.7886700616
## [923,] 4.2381533742
## [924,] 0.4027088722
## [925,] 1.4497472677
## [926,] 1.1525245829
## [927,] 0.0361573304
## [928,] 0.9980795176
## [929,] 0.0894991029
## [930,] 4.1541385950
## [931,] 0.9952253408
## [932,] 0.0103466253
## [933,] 1.9555032120
## [934,] 0.9208344250
## [935,] 0.8029283607
## [936,] 0.4236967877
## [937,] 0.3864447417
## [938,] 0.2073194803
## [939,] 2.5133541405
## [940,] 0.1945288568
## [941,] 0.6998271405
## [942,] 0.1831900866
## [943,] 0.3118503809
## [944,] 1.7857956344
## [945,] 0.1305387648
## [946,] -0.0341446975
## [947,] 0.2976657699
## [948,] 1.0526550467
## [949,] 2.0693589379
## [950,] 0.3617380574
## [951,] 0.3728509939
## [952,] 0.6637000120
## [953,] 0.3533096341
## [954,] 0.2955386331
## [955,] 1.0445593213
## [956,] 2.2430538896
## [957,] 0.4980526861
## [958,] 1.2825430355
## [959,] 2.2099640318
## [960,] 0.1709248086
## [961,] 0.2065178768
## [962,] 0.1796583352
## [963,] 0.5447658926
## [964,] 4.8220112416
## [965,] 0.8743873577
## [966,] 0.0038045385
## [967,] 2.9771552683
## [968,] 2.2514814546
## [969,] 0.1566443905
## [970,] 2.8839802231
## [971,] 0.3063929788
## [972,] 0.0737120793
## [973,] 2.0296878425
## [974,] 0.6916924879
## [975,] 0.3102270127
## [976,] 0.6196679388
## [977,] 1.8104297266
## [978,] 0.3131107744
## [979,] 0.4729144278
## [980,] 1.1278238054
## [981,] 0.0831094164
## [982,] -0.0107843396
## [983,] 0.9467211517
## [984,] 1.5814272633
## [985,] 0.9310107865
## [986,] 0.1123672984
## [987,] 0.6892902645
## [988,] 1.0095758439
## [989,] 2.3897337311
## [990,] 0.5474437602
## [991,] -0.1136063954
## [992,] 0.2650256293
## [993,] 0.4819296721
## [994,] 2.8173909252
## [995,] 1.3908444191
## [996,] 1.5099364230
## [997,] 1.6104045548
## [998,] 1.5023462740
## [999,] 3.0082490054
##
## $model.matrix
## (Intercept) demo$dependents
## 1 1 0
## 2 1 0
## 3 1 0
## 4 1 0
## 5 1 0
## 6 1 0
## 7 1 0
## 8 1 0
## 9 1 0
## 10 1 0
## 11 1 0
## 12 1 0
## 13 1 0
## 14 1 0
## 15 1 0
## 16 1 0
## 17 1 0
## 18 1 0
## 19 1 0
## 20 1 1
## 21 1 0
## 22 1 0
## 23 1 0
## 24 1 0
## 25 1 0
## 26 1 0
## 27 1 0
## 28 1 0
## 29 1 5
## 30 1 0
## 31 1 4
## 32 1 0
## 33 1 0
## 34 1 0
## 35 1 0
## 36 1 0
## 37 1 0
## 38 1 4
## 39 1 0
## 40 1 0
## 41 1 0
## 42 1 0
## 43 1 0
## 44 1 0
## 45 1 0
## 46 1 0
## 47 1 0
## 48 1 0
## 49 1 0
## 50 1 0
## 51 1 0
## 52 1 1
## 53 1 0
## 54 1 0
## 55 1 0
## 56 1 0
## 57 1 1
## 58 1 0
## 59 1 0
## 60 1 0
## 61 1 0
## 62 1 0
## 63 1 0
## 64 1 0
## 65 1 0
## 66 1 0
## 67 1 0
## 68 1 0
## 69 1 0
## 70 1 4
## 71 1 0
## 72 1 0
## 73 1 1
## 74 1 0
## 75 1 0
## 76 1 0
## 77 1 0
## 78 1 0
## 79 1 0
## 80 1 1
## 81 1 1
## 82 1 0
## 83 1 0
## 84 1 0
## 85 1 0
## 86 1 0
## 87 1 0
## 88 1 0
## 89 1 0
## 90 1 0
## 91 1 0
## 92 1 0
## 93 1 0
## 94 1 0
## 95 1 0
## 96 1 0
## 97 1 0
## 98 1 3
## 99 1 0
## 100 1 0
## 101 1 1
## 102 1 0
## 103 1 0
## 104 1 0
## 105 1 0
## 106 1 0
## 107 1 0
## 108 1 0
## 109 1 0
## 110 1 0
## 111 1 0
## 112 1 0
## 113 1 0
## 114 1 0
## 115 1 0
## 116 1 0
## 117 1 0
## 118 1 0
## 119 1 0
## 120 1 0
## 121 1 0
## 122 1 0
## 123 1 0
## 124 1 0
## 125 1 0
## 126 1 0
## 127 1 0
## 128 1 0
## 129 1 0
## 130 1 0
## 131 1 3
## 132 1 0
## 133 1 0
## 134 1 0
## 135 1 0
## 136 1 0
## 137 1 0
## 138 1 0
## 139 1 1
## 140 1 1
## 141 1 0
## 142 1 0
## 143 1 0
## 144 1 0
## 145 1 0
## 146 1 0
## 147 1 0
## 148 1 0
## 149 1 0
## 150 1 0
## 151 1 0
## 152 1 0
## 153 1 0
## 154 1 0
## 155 1 0
## 156 1 0
## 157 1 0
## 158 1 0
## 159 1 0
## 160 1 0
## 161 1 0
## 162 1 0
## 163 1 0
## 164 1 0
## 165 1 0
## 166 1 0
## 167 1 0
## 168 1 0
## 169 1 4
## 170 1 0
## 171 1 0
## 172 1 0
## 173 1 0
## 174 1 0
## 175 1 0
## 176 1 0
## 177 1 0
## 178 1 0
## 179 1 0
## 180 1 0
## 181 1 0
## 182 1 0
## 183 1 0
## 184 1 0
## 185 1 0
## 186 1 0
## 187 1 0
## 188 1 0
## 189 1 0
## 190 1 0
## 191 1 0
## 192 1 0
## 193 1 0
## 194 1 0
## 195 1 0
## 196 1 0
## 197 1 0
## 198 1 0
## 199 1 0
## 200 1 0
## 201 1 0
## 202 1 3
## 203 1 0
## 204 1 0
## 205 1 0
## 206 1 0
## 207 1 0
## 208 1 0
## 209 1 0
## 210 1 0
## 211 1 0
## 212 1 0
## 213 1 0
## 214 1 0
## 215 1 0
## 216 1 0
## 217 1 0
## 218 1 0
## 219 1 0
## 220 1 0
## 221 1 0
## 222 1 0
## 223 1 0
## 224 1 0
## 225 1 0
## 226 1 0
## 227 1 0
## 228 1 0
## 229 1 0
## 230 1 0
## 231 1 0
## 232 1 0
## 233 1 0
## 234 1 0
## 235 1 0
## 236 1 0
## 237 1 0
## 238 1 0
## 239 1 0
## 240 1 0
## 241 1 0
## 242 1 0
## 243 1 0
## 244 1 0
## 245 1 0
## 246 1 0
## 247 1 0
## 248 1 0
## 249 1 0
## 250 1 0
## 251 1 0
## 252 1 0
## 253 1 0
## 254 1 0
## 255 1 0
## 256 1 0
## 257 1 0
## 258 1 0
## 259 1 0
## 260 1 0
## 261 1 0
## 262 1 0
## 263 1 0
## 264 1 0
## 265 1 0
## 266 1 0
## 267 1 0
## 268 1 0
## 269 1 0
## 270 1 0
## 271 1 0
## 272 1 0
## 273 1 0
## 274 1 0
## 275 1 0
## 276 1 0
## 277 1 0
## 278 1 0
## 279 1 0
## 280 1 0
## 281 1 0
## 282 1 0
## 283 1 0
## 284 1 0
## 285 1 0
## 286 1 0
## 287 1 0
## 288 1 1
## 289 1 0
## 290 1 0
## 291 1 0
## 292 1 0
## 293 1 0
## 294 1 0
## 295 1 0
## 296 1 0
## 297 1 4
## 298 1 0
## 299 1 0
## 300 1 1
## 301 1 0
## 302 1 0
## 303 1 0
## 304 1 0
## 305 1 0
## 306 1 0
## 307 1 2
## 308 1 0
## 309 1 0
## 310 1 0
## 311 1 0
## 312 1 0
##
## $terms
## si ~ demo$dependents
## attr(,"variables")
## list(si, demo$dependents)
## attr(,"factors")
## demo$dependents
## si 0
## demo$dependents 1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to number of dependents.
Next, let’s look into Carer Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$dependents 1 0.0309 0.030903 0.60624 0.00195 0.502
## Residuals 310 15.8020 0.050974 0.99805
## Total 311 15.8329 1.00000
##
## $call
## adonis(formula = cm ~ demo$dependents)
##
## $coefficients
## cm1 cm2 cm3 cm4 cm5
## (Intercept) 3.87795212 4.01871492 3.98948574 3.98934830 3.92307869
## demo$dependents -0.08342687 -0.06040545 -0.05786279 -0.07822701 -0.06384148
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.14772165 0.18284140 0.54252320 0.1561518 0.14772165
## demo$dependents 0.01323008 0.01171833 -0.01502126 0.0116199 0.01323008
## 6 7 8 9 10
## (Intercept) 0.14932478 0.15123278 0.14772165 0.14678158 0.54252320
## demo$dependents 0.01124248 0.01144075 0.01323008 0.01154687 -0.01502126
## 11 12 13 14 15
## (Intercept) 0.18334852 0.14772165 0.14772165 0.15812570 0.14772165
## demo$dependents 0.01188842 0.01323008 0.01323008 0.01115342 0.01323008
## 16 17 18 19 20
## (Intercept) 0.15812570 0.14772165 0.15128452 0.14772165 0.15812570
## demo$dependents 0.01115342 0.01323008 0.01080578 0.01323008 0.01115342
## 21 22 23 24 25
## (Intercept) 0.14678158 0.14772165 0.397054976 0.15559058 0.14772165
## demo$dependents 0.01154687 0.01323008 0.001014687 0.01085733 0.01323008
## 26 27 28 29 30
## (Intercept) 0.54252320 0.14678158 0.15812570 0.14772165 0.309626092
## demo$dependents -0.01502126 0.01154687 0.01115342 0.01323008 0.005622252
## 31 32 33 34 35
## (Intercept) 0.50151345 0.500695304 0.54252320 0.14772165 0.17090631
## demo$dependents -0.01406297 -0.009266242 -0.01502126 0.01323008 0.01168674
## 36 37 38 39 40
## (Intercept) 0.15663987 0.18341237 0.54252320 0.3915532421 0.14772165
## demo$dependents 0.01332283 0.01120432 -0.01502126 -0.0008543727 0.01323008
## 41 42 43 44 45
## (Intercept) 0.54252320 0.14772165 0.14772165 0.305590526 0.1487371
## demo$dependents -0.01502126 0.01323008 0.01323008 0.006487365 0.0111346
## 46 47 48 49 50
## (Intercept) 0.2356134 0.2282226 0.54252320 0.15234958 0.395649094
## demo$dependents 0.0101709 0.0103906 -0.01502126 0.01259119 0.002031081
## 51 52 53 54 55
## (Intercept) 0.54252320 0.241136560 0.18668772 0.54252320 0.15128452
## demo$dependents -0.01502126 0.009151957 0.01107925 -0.01502126 0.01080578
## 56 57 58 59 60
## (Intercept) 0.17090631 0.1686552 0.14772165 0.14772165 0.440688195
## demo$dependents 0.01168674 0.0105341 0.01323008 0.01323008 -0.004352536
## 61 62 63 64 65
## (Intercept) 0.14772165 0.1729544 0.15183462 0.18747304 0.16446274
## demo$dependents 0.01323008 0.0110319 0.01155067 0.01013731 0.01314236
## 66 67 68 69 70
## (Intercept) 0.16703695 0.14772165 0.15183462 0.16882436 0.14678158
## demo$dependents 0.01073378 0.01323008 0.01155067 0.01115031 0.01154687
## 71 72 73 74 75
## (Intercept) 0.14772165 0.258129955 0.15812570 0.14772165 0.14772165
## demo$dependents 0.01323008 0.008970328 0.01115342 0.01323008 0.01323008
## 76 77 78 79 80
## (Intercept) 0.1487371 0.14772165 0.54252320 0.15812570 0.14772165
## demo$dependents 0.0111346 0.01323008 -0.01502126 0.01115342 0.01323008
## 81 82 83 84 85
## (Intercept) 0.14772165 0.20493752 0.305610582 0.1492765 0.15812570
## demo$dependents 0.01323008 0.01029851 0.006480953 0.0118626 0.01115342
## 86 87 88 89 90
## (Intercept) 0.14678158 0.16807646 0.280912646 0.14772165 0.17167246
## demo$dependents 0.01154687 0.01204728 0.007915654 0.01323008 0.01076783
## 91 92 93 94 95
## (Intercept) 0.14772165 0.14678158 0.4256602847 0.14772165 0.14678158
## demo$dependents 0.01323008 0.01154687 -0.0006251433 0.01323008 0.01154687
## 96 97 98 99 100
## (Intercept) 0.15663987 0.15031536 0.54252320 0.203527965 0.14772165
## demo$dependents 0.01332283 0.01297407 -0.01502126 0.009956298 0.01323008
## 101 102 103 104 105
## (Intercept) 0.14772165 0.14772165 0.16799444 0.15378602 0.14772165
## demo$dependents 0.01323008 0.01323008 0.01180959 0.01110246 0.01323008
## 106 107 108 109 110
## (Intercept) 0.3909646699 0.14772165 0.15183462 0.54252320 0.15553511
## demo$dependents -0.0006661897 0.01323008 0.01155067 -0.01502126 0.01150787
## 111 112 113 114 115
## (Intercept) 0.14772165 0.54252320 0.14772165 0.14772165 0.16807646
## demo$dependents 0.01323008 -0.01502126 0.01323008 0.01323008 0.01204728
## 116 117 118 119 120
## (Intercept) 0.14772165 0.14772165 0.18746641 0.54252320 0.14678158
## demo$dependents 0.01323008 0.01323008 0.01211402 -0.01502126 0.01154687
## 121 122 123 124 125
## (Intercept) 0.14772165 0.14772165 0.14772165 0.20137070 0.14772165
## demo$dependents 0.01323008 0.01323008 0.01323008 0.01064603 0.01323008
## 126 127 128 129 130
## (Intercept) 0.14772165 0.222162017 0.15812570 0.14772165 0.14772165
## demo$dependents 0.01323008 0.009577497 0.01115342 0.01323008 0.01323008
## 131 132 133 134 135
## (Intercept) 0.17167246 0.14772165 0.14772165 0.14772165 0.14772165
## demo$dependents 0.01076783 0.01323008 0.01323008 0.01323008 0.01323008
## 136 137 138 139 140
## (Intercept) 0.17090631 0.14772165 0.50151345 0.1487371 0.14772165
## demo$dependents 0.01168674 0.01323008 -0.01406297 0.0111346 0.01323008
## 141 142 143 144 145
## (Intercept) 0.1561518 0.14678158 0.14772165 0.15812570 0.15183462
## demo$dependents 0.0116199 0.01154687 0.01323008 0.01115342 0.01155067
## 146 147 148 149 150
## (Intercept) 0.17090631 0.14772165 0.15812570 0.54252320 0.15354700
## demo$dependents 0.01168674 0.01323008 0.01115342 -0.01502126 0.01194554
## 151 152 153 154 155
## (Intercept) 0.14772165 0.14772165 0.15559058 0.1561518 0.15234958
## demo$dependents 0.01323008 0.01323008 0.01085733 0.0116199 0.01259119
## 156 157 158 159 160
## (Intercept) 0.14772165 0.14772165 0.15812570 0.14678158 0.16807646
## demo$dependents 0.01323008 0.01323008 0.01115342 0.01154687 0.01204728
## 161 162 163 164 165
## (Intercept) 0.15234958 0.54252320 0.14772165 0.14772165 0.15031536
## demo$dependents 0.01259119 -0.01502126 0.01323008 0.01323008 0.01297407
## 166 167 168 169 170
## (Intercept) 0.14772165 0.14772165 0.15812570 0.14772165 0.305590526
## demo$dependents 0.01323008 0.01323008 0.01115342 0.01323008 0.006487365
## 171 172 173 174 175
## (Intercept) 0.54252320 0.15553511 0.17333748 0.15031536 0.14974125
## demo$dependents -0.01502126 0.01150787 0.01056057 0.01297407 0.01286816
## 176 177 178 179 180
## (Intercept) 0.15288895 0.461787022 0.15027029 0.1729544 0.16882436
## demo$dependents 0.01331919 -0.008714939 0.01358003 0.0110319 0.01115031
## 181 182 183 184 185
## (Intercept) 0.14772165 0.288284294 0.54252320 0.14772165 0.16439382
## demo$dependents 0.01323008 0.006044641 -0.01502126 0.01323008 0.01251101
## 186 187 188 189 190
## (Intercept) 0.15812570 0.463378183 0.244567153 0.14772165 0.14772165
## demo$dependents 0.01115342 -0.005037388 0.008897343 0.01323008 0.01323008
## 191 192 193 194 195
## (Intercept) 0.306002785 0.14678158 0.15553511 0.14772165 0.54252320
## demo$dependents 0.006355554 0.01154687 0.01150787 0.01323008 -0.01502126
## 196 197 198 199 200 201
## (Intercept) 0.15812570 0.16161561 0.14772165 0.1487371 0.14974125 0.2356134
## demo$dependents 0.01115342 0.01341992 0.01323008 0.0111346 0.01286816 0.0101709
## 202 203 204 205 206
## (Intercept) 0.14678158 0.14772165 0.395386516 0.16945673 0.54252320
## demo$dependents 0.01154687 0.01323008 -0.002079977 0.01126453 -0.01502126
## 207 208 209 210 211
## (Intercept) 0.14974125 0.14974125 0.15234958 0.15812570 0.54252320
## demo$dependents 0.01286816 0.01286816 0.01259119 0.01115342 -0.01502126
## 212 213 214 215 216
## (Intercept) 0.14678158 0.14772165 0.14772165 0.14772165 0.54252320
## demo$dependents 0.01154687 0.01323008 0.01323008 0.01323008 -0.01502126
## 217 218 219 220 221
## (Intercept) 0.14772165 0.14772165 0.14772165 0.14772165 0.14772165
## demo$dependents 0.01323008 0.01323008 0.01323008 0.01323008 0.01323008
## 222 223 224 225 226
## (Intercept) 0.14772165 0.14772165 0.15031536 0.18668772 0.15724171
## demo$dependents 0.01323008 0.01323008 0.01297407 0.01107925 0.01343275
## 227 228 229 230 231
## (Intercept) 0.20331587 0.14678158 0.54252320 0.54252320 0.15123278
## demo$dependents 0.01039183 0.01154687 -0.01502126 -0.01502126 0.01144075
## 232 233 234 235 236
## (Intercept) 0.14772165 0.14678158 0.1487371 0.54252320 0.3909646699
## demo$dependents 0.01323008 0.01154687 0.0111346 -0.01502126 -0.0006661897
## 237 238 239 240 241
## (Intercept) 0.14772165 0.17167246 0.14772165 0.15234958 0.15812570
## demo$dependents 0.01323008 0.01076783 0.01323008 0.01259119 0.01115342
## 242 243 244 245 246
## (Intercept) 0.14772165 0.190933477 0.14772165 0.15031536 0.14772165
## demo$dependents 0.01323008 0.009801234 0.01323008 0.01297407 0.01323008
## 247 248 249 250 251
## (Intercept) 0.15812570 0.30940180 0.14772165 0.14772165 0.15123278
## demo$dependents 0.01115342 0.00476489 0.01323008 0.01323008 0.01144075
## 252 253 254 255 256
## (Intercept) 0.14772165 0.14932478 0.14772165 0.15812570 0.20331587
## demo$dependents 0.01323008 0.01124248 0.01323008 0.01115342 0.01039183
## 257 258 259 260 261
## (Intercept) 0.16203201 0.18457155 0.1492765 0.22002411 0.14772165
## demo$dependents 0.01154399 0.01114736 0.0118626 0.01165541 0.01323008
## 262 263 264 265 266
## (Intercept) 0.358421748 0.28133924 0.54252320 0.54252320 0.14772165
## demo$dependents 0.002652626 0.00777926 -0.01502126 -0.01502126 0.01323008
## 267 268 269 270 271
## (Intercept) 0.15031536 0.14772165 0.14772165 0.15031536 0.15354700
## demo$dependents 0.01297407 0.01323008 0.01323008 0.01297407 0.01194554
## 272 273 274 275 276
## (Intercept) 0.223383393 0.14678158 0.340171920 0.15354700 0.16530208
## demo$dependents 0.009475399 0.01154687 0.001598472 0.01194554 0.01172839
## 277 278 279 280 281
## (Intercept) 0.14772165 0.14772165 0.309814059 0.50151345 0.14772165
## demo$dependents 0.01323008 0.01323008 0.004633079 -0.01406297 0.01323008
## 282 283 284 285 286
## (Intercept) 0.54252320 0.14772165 0.16703695 0.15354700 0.18675872
## demo$dependents -0.01502126 0.01323008 0.01073378 0.01194554 0.01079808
## 287 288 289 290 291
## (Intercept) 0.14772165 0.14678158 0.1487371 0.1487371 0.54252320
## demo$dependents 0.01323008 0.01154687 0.0111346 0.0111346 -0.01502126
## 292 293 294 295 296
## (Intercept) 0.14772165 0.14772165 0.14772165 0.14772165 0.14772165
## demo$dependents 0.01323008 0.01323008 0.01323008 0.01323008 0.01323008
## 297 298 299 300 301
## (Intercept) 0.15812570 0.54252320 0.239252973 0.14772165 0.54252320
## demo$dependents 0.01115342 -0.01502126 0.009395954 0.01323008 -0.01502126
## 302 303 304 305 306
## (Intercept) 0.16446274 0.14772165 0.15100194 0.14932478 0.502288725
## demo$dependents 0.01314236 0.01323008 0.01162734 0.01124248 -0.009775703
## 307 308 309 310 311
## (Intercept) 0.15128452 0.15288895 0.17934980 0.54252320 0.15812570
## demo$dependents 0.01080578 0.01331919 0.01264451 -0.01502126 0.01115342
## 312
## (Intercept) 0.14772165
## demo$dependents 0.01323008
##
## $f.perms
## [,1]
## [1,] 0.1562550361
## [2,] 0.0983393343
## [3,] 0.0854504912
## [4,] 0.1739548647
## [5,] 1.7246417043
## [6,] 0.2927451709
## [7,] 1.3840204345
## [8,] 6.2873144016
## [9,] 0.4662092736
## [10,] 0.1060195337
## [11,] 0.4117990896
## [12,] 0.1435728920
## [13,] 1.0099683122
## [14,] 0.6706550893
## [15,] 2.8835226370
## [16,] 1.2782437807
## [17,] 0.0411906798
## [18,] 0.3821657795
## [19,] 1.3456310282
## [20,] 0.6619781894
## [21,] 5.5734671800
## [22,] 3.0028467074
## [23,] 1.6044696644
## [24,] 0.3722962742
## [25,] 0.0773156517
## [26,] 0.9245478967
## [27,] 0.2228329636
## [28,] -0.0109253346
## [29,] 1.0295920699
## [30,] 0.3568213080
## [31,] 1.5410445447
## [32,] 3.0412671343
## [33,] 0.8281546484
## [34,] 0.2449954660
## [35,] 1.9054246855
## [36,] 0.0597570230
## [37,] 0.0991349060
## [38,] 0.7944490187
## [39,] 0.2234383181
## [40,] 0.3435772727
## [41,] 0.2227967634
## [42,] 0.7332022711
## [43,] 1.9806551455
## [44,] -0.0050652524
## [45,] 0.7674846248
## [46,] 1.0545741263
## [47,] 2.7162578617
## [48,] 3.1746715797
## [49,] 0.0987527661
## [50,] 0.1401598975
## [51,] 0.4295471729
## [52,] 1.3425994005
## [53,] 0.1771841562
## [54,] 0.2407232692
## [55,] 0.2199496675
## [56,] 0.1278120171
## [57,] 0.4813449367
## [58,] 2.6725299512
## [59,] 1.3874076229
## [60,] 0.1176642434
## [61,] 0.0010848922
## [62,] 1.1674169913
## [63,] 0.0367244845
## [64,] 0.6060935343
## [65,] -0.0162054725
## [66,] 1.1716956191
## [67,] 0.5793571754
## [68,] 1.0610921051
## [69,] 0.1163487767
## [70,] 4.9529620502
## [71,] 0.5989238413
## [72,] 0.5490859560
## [73,] 0.5007282975
## [74,] 0.1132154107
## [75,] 2.2156561545
## [76,] 1.6867486629
## [77,] 0.6202560337
## [78,] 0.5050793089
## [79,] 0.9816530565
## [80,] 1.1901442976
## [81,] 0.5449548787
## [82,] 0.1785745439
## [83,] 0.0789808395
## [84,] 0.2436757406
## [85,] 0.4498463101
## [86,] 0.1824574850
## [87,] 1.1430363957
## [88,] 1.6747240194
## [89,] 0.9885227481
## [90,] 1.8902092485
## [91,] 0.0310093723
## [92,] 2.1374363027
## [93,] 0.2860647455
## [94,] 0.8738073973
## [95,] 0.3078606469
## [96,] 2.8470854092
## [97,] 0.1626529395
## [98,] 0.3183208243
## [99,] 2.5596410446
## [100,] 0.1986791818
## [101,] 4.2115496177
## [102,] 0.3759133799
## [103,] 0.7324274757
## [104,] 1.0735114426
## [105,] 2.1946238826
## [106,] 0.4637638993
## [107,] 0.5047907907
## [108,] 0.9705487814
## [109,] 0.3405712705
## [110,] 1.7954527694
## [111,] 2.6635714138
## [112,] 1.4590350332
## [113,] 1.3138758040
## [114,] 0.2153756575
## [115,] 0.1548797997
## [116,] 0.5880921931
## [117,] 0.0273476911
## [118,] 0.1860392835
## [119,] 1.6668607258
## [120,] 1.0293869559
## [121,] 0.2953297984
## [122,] 1.1985133709
## [123,] 2.9580022232
## [124,] 0.6794762459
## [125,] 0.0399333571
## [126,] 0.0668164994
## [127,] 0.0485329557
## [128,] 0.1895530994
## [129,] 2.3651931831
## [130,] 2.3382937030
## [131,] 1.2129866735
## [132,] 0.3931882894
## [133,] 0.1588712193
## [134,] 1.0484979678
## [135,] -0.0059577687
## [136,] 0.5656835658
## [137,] 0.3177465866
## [138,] 0.9120726491
## [139,] 1.9752885978
## [140,] 0.4985266999
## [141,] 0.2541813949
## [142,] 0.7173325064
## [143,] 0.7885543589
## [144,] 2.0286549179
## [145,] 0.4639152704
## [146,] 0.1681478791
## [147,] 0.2677859022
## [148,] 1.6036366871
## [149,] 0.4446094825
## [150,] 0.3007972490
## [151,] 0.2067986011
## [152,] 2.3677732308
## [153,] -0.0074475501
## [154,] 0.4155133311
## [155,] 1.4040826266
## [156,] 8.9689324664
## [157,] 2.4261368828
## [158,] 1.1585974249
## [159,] 0.1630308539
## [160,] 0.1563268694
## [161,] 0.9760632694
## [162,] 0.6730123415
## [163,] 0.7235881513
## [164,] 0.0898816559
## [165,] 0.6710970679
## [166,] 0.8042621427
## [167,] 0.0324005575
## [168,] 2.6185640589
## [169,] 0.3127402628
## [170,] 0.4582127976
## [171,] 0.0921281509
## [172,] 1.0209783844
## [173,] 0.1519530327
## [174,] 6.1246308031
## [175,] 0.1048790112
## [176,] 0.0756764885
## [177,] 0.9380879691
## [178,] 0.5748823089
## [179,] 0.7986827859
## [180,] 2.1776828346
## [181,] 0.2915130634
## [182,] 0.2659107988
## [183,] 0.4796554698
## [184,] 2.9273075802
## [185,] 1.4131483204
## [186,] 0.5746315177
## [187,] 2.4604889185
## [188,] 0.2954450738
## [189,] 2.4447544705
## [190,] 0.2579564300
## [191,] 3.5203815157
## [192,] 0.4787783092
## [193,] 0.8685135375
## [194,] 1.6099049803
## [195,] 2.3452591101
## [196,] 0.0881835801
## [197,] 1.7896362800
## [198,] 4.5568752889
## [199,] 0.0753219848
## [200,] -0.0197709000
## [201,] 1.6119098471
## [202,] 2.6273583348
## [203,] 0.9475842195
## [204,] 0.4162128240
## [205,] 0.4121481517
## [206,] 4.4594421140
## [207,] 0.2452879665
## [208,] 1.3189433430
## [209,] 0.9023296358
## [210,] 2.9142938924
## [211,] 0.3454351639
## [212,] -0.0287939158
## [213,] 3.0744225593
## [214,] 0.4689166023
## [215,] 4.7702294593
## [216,] 0.0621587992
## [217,] 5.4052437686
## [218,] 0.3940697413
## [219,] 0.3771726522
## [220,] 0.8065629259
## [221,] 0.3463822648
## [222,] 0.9631881022
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## [225,] 0.1273379341
## [226,] 0.6980126026
## [227,] 1.3682739891
## [228,] 0.0716428838
## [229,] 1.5281591972
## [230,] 0.4072280854
## [231,] 0.7246805040
## [232,] 0.7295597949
## [233,] 0.9460072278
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## [235,] 0.1131670268
## [236,] 0.1276301459
## [237,] 0.1778574874
## [238,] 1.3511944006
## [239,] 2.8340723039
## [240,] 1.3953371938
## [241,] 0.8065656257
## [242,] 1.9539679905
## [243,] 1.1253295922
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## [245,] 1.0982816535
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## [250,] 0.3216937512
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## [252,] 0.0938377097
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## [256,] 0.3924003279
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## [272,] 1.4841925754
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## [998,] 0.2665213033
## [999,] 2.5607535873
##
## $model.matrix
## (Intercept) demo$dependents
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## 180 1 0
## 181 1 0
## 182 1 0
## 183 1 0
## 184 1 0
## 185 1 0
## 186 1 0
## 187 1 0
## 188 1 0
## 189 1 0
## 190 1 0
## 191 1 0
## 192 1 0
## 193 1 0
## 194 1 0
## 195 1 0
## 196 1 0
## 197 1 0
## 198 1 0
## 199 1 0
## 200 1 0
## 201 1 0
## 202 1 3
## 203 1 0
## 204 1 0
## 205 1 0
## 206 1 0
## 207 1 0
## 208 1 0
## 209 1 0
## 210 1 0
## 211 1 0
## 212 1 0
## 213 1 0
## 214 1 0
## 215 1 0
## 216 1 0
## 217 1 0
## 218 1 0
## 219 1 0
## 220 1 0
## 221 1 0
## 222 1 0
## 223 1 0
## 224 1 0
## 225 1 0
## 226 1 0
## 227 1 0
## 228 1 0
## 229 1 0
## 230 1 0
## 231 1 0
## 232 1 0
## 233 1 0
## 234 1 0
## 235 1 0
## 236 1 0
## 237 1 0
## 238 1 0
## 239 1 0
## 240 1 0
## 241 1 0
## 242 1 0
## 243 1 0
## 244 1 0
## 245 1 0
## 246 1 0
## 247 1 0
## 248 1 0
## 249 1 0
## 250 1 0
## 251 1 0
## 252 1 0
## 253 1 0
## 254 1 0
## 255 1 0
## 256 1 0
## 257 1 0
## 258 1 0
## 259 1 0
## 260 1 0
## 261 1 0
## 262 1 0
## 263 1 0
## 264 1 0
## 265 1 0
## 266 1 0
## 267 1 0
## 268 1 0
## 269 1 0
## 270 1 0
## 271 1 0
## 272 1 0
## 273 1 0
## 274 1 0
## 275 1 0
## 276 1 0
## 277 1 0
## 278 1 0
## 279 1 0
## 280 1 0
## 281 1 0
## 282 1 0
## 283 1 0
## 284 1 0
## 285 1 0
## 286 1 0
## 287 1 0
## 288 1 1
## 289 1 0
## 290 1 0
## 291 1 0
## 292 1 0
## 293 1 0
## 294 1 0
## 295 1 0
## 296 1 0
## 297 1 4
## 298 1 0
## 299 1 0
## 300 1 1
## 301 1 0
## 302 1 0
## 303 1 0
## 304 1 0
## 305 1 0
## 306 1 0
## 307 1 2
## 308 1 0
## 309 1 0
## 310 1 0
## 311 1 0
## 312 1 0
##
## $terms
## cm ~ demo$dependents
## attr(,"variables")
## list(cm, demo$dependents)
## attr(,"factors")
## demo$dependents
## cm 0
## demo$dependents 1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to number of dependents.
Now, Intrinsic Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$dependents 1 0.0197 0.019670 0.69353 0.00223 0.453
## Residuals 310 8.7922 0.028362 0.99777
## Total 311 8.8119 1.00000
##
## $call
## adonis(formula = im ~ demo$dependents)
##
## $coefficients
## im1 im2 im3 im4 im5
## (Intercept) 4.0929561 4.00579544 3.89036766 3.75647692 3.83500172
## demo$dependents 0.1063338 0.02535792 0.08947429 0.08466384 0.05275455
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.14002580 0.144649445 0.121255945 0.203866302 0.12824844
## demo$dependents -0.01168958 -0.008859693 -0.007295202 -0.002686355 -0.01107202
## 6 7 8 9 10
## (Intercept) 0.136679211 0.242885413 0.126520617 0.12535189 0.56345373
## demo$dependents -0.006797404 -0.001680004 -0.009934618 -0.01195398 0.01116322
## 11 12 13 14 15
## (Intercept) 0.13303089 0.12535189 0.124095799 0.114067725 0.12600149
## demo$dependents -0.01015927 -0.01195398 -0.008843185 -0.008091683 -0.01047328
## 16 17 18 19 20
## (Intercept) 0.14002580 0.14002580 0.124095799 0.14002580 0.139318770
## demo$dependents -0.01168958 -0.01168958 -0.008843185 -0.01168958 -0.009885225
## 21 22 23 24 25
## (Intercept) 0.14002580 0.120030145 0.202878776 0.136679211 0.13213405
## demo$dependents -0.01168958 -0.009406423 -0.005185534 -0.006797404 -0.01053258
## 26 27 28 29 30
## (Intercept) 0.56345373 0.122938162 0.12617248 0.14002580 0.114067725
## demo$dependents 0.01116322 -0.009873583 -0.00716425 -0.01168958 -0.008091683
## 31 32 33 34 35
## (Intercept) 0.11606085 0.415940578 0.200565673 0.143077190 0.136679211
## demo$dependents -0.01072278 0.006371957 -0.001384067 -0.006032428 -0.006797404
## 36 37 38 39 40
## (Intercept) 0.124104524 0.14002580 0.114067725 0.416361492 0.14002580
## demo$dependents -0.007761569 -0.01168958 -0.008091683 0.006237379 -0.01168958
## 41 42 43 44 45
## (Intercept) 0.14002580 0.13704836 0.14002580 0.148431446 0.131803970
## demo$dependents -0.01168958 -0.01168346 -0.01168958 -0.006468823 -0.007483723
## 46 47 48 49 50
## (Intercept) 0.189780725 0.141386723 0.252171993 0.154199021 0.11997475
## demo$dependents -0.004045419 -0.009287906 -0.003141919 -0.005618503 -0.01077513
## 51 52 53 54 55
## (Intercept) 0.56345373 0.15074710 0.127072799 0.56345373 0.163265372
## demo$dependents 0.01116322 -0.00607037 -0.007442432 0.01116322 -0.005621072
## 56 57 58 59 60
## (Intercept) 0.132961811 0.136679211 0.124104524 0.13155640 0.114067725
## demo$dependents -0.008810865 -0.006797404 -0.007761569 -0.01109857 -0.008091683
## 61 62 63 64 65
## (Intercept) 0.13155640 0.145270041 0.15074710 0.15074710 0.114067725
## demo$dependents -0.01109857 -0.008759284 -0.00607037 -0.00607037 -0.008091683
## 66 67 68 69 70
## (Intercept) 0.12985965 0.14002580 0.126520617 0.134857380 0.13096533
## demo$dependents -0.01054066 -0.01168958 -0.009934618 -0.009043444 -0.01255194
## 71 72 73 74 75
## (Intercept) 0.15661634 0.11606085 0.126520617 0.118222516 0.14002580
## demo$dependents -0.01012682 -0.01072278 -0.009934618 -0.008217235 -0.01168958
## 76 77 78 79 80
## (Intercept) 0.146612494 0.11606085 0.56345373 0.136137519 0.13421572
## demo$dependents -0.005877039 -0.01072278 0.01116322 -0.008393579 -0.01254666
## 81 82 83 84
## (Intercept) 0.118222516 0.114067725 0.130065016 0.125050685
## demo$dependents -0.008217235 -0.008091683 -0.009124103 -0.007425774
## 85 86 87 88 89
## (Intercept) 0.127072799 0.124104524 0.13421572 0.268492633 0.126520617
## demo$dependents -0.007442432 -0.007761569 -0.01254666 0.002099806 -0.009934618
## 90 91 92 93 94
## (Intercept) 0.170597356 0.122938162 0.12174158 0.154199021 0.114067725
## demo$dependents -0.005344603 -0.009873583 -0.01193785 -0.005618503 -0.008091683
## 95 96 97 98 99
## (Intercept) 0.13155640 0.114067725 0.11997475 0.337984806 0.136679211
## demo$dependents -0.01109857 -0.008091683 -0.01077513 -0.001002386 -0.006797404
## 100 101 102 103 104
## (Intercept) 0.14002580 0.11606085 0.14002580 0.141585927 0.124104524
## demo$dependents -0.01168958 -0.01072278 -0.01168958 -0.007255624 -0.007761569
## 105 106 107 108 109
## (Intercept) 0.14002580 0.41386660 0.126520617 0.139722539 0.461724850
## demo$dependents -0.01168958 0.00476749 -0.009934618 -0.006472153 0.008574013
## 110 111 112 113 114
## (Intercept) 0.118222516 0.118222516 0.12535189 0.14002580 0.118222516
## demo$dependents -0.008217235 -0.008217235 -0.01195398 -0.01168958 -0.008217235
## 115 116 117 118 119
## (Intercept) 0.56345373 0.14002580 0.14002580 0.127072799 0.137598499
## demo$dependents 0.01116322 -0.01168958 -0.01168958 -0.007442432 -0.007081112
## 120 121 122 123 124
## (Intercept) 0.12617248 0.12959452 0.14002580 0.14002580 0.114067725
## demo$dependents -0.00716425 -0.01010168 -0.01168958 -0.01168958 -0.008091683
## 125 126 127 128 129
## (Intercept) 0.171781415 0.13303089 0.159742997 0.397069441 0.14002580
## demo$dependents -0.004362635 -0.01015927 -0.004551897 0.002705222 -0.01168958
## 130 131 132 133 134
## (Intercept) 0.14002580 0.216258762 0.120030145 0.14002580 0.134199618
## demo$dependents -0.01168958 -0.004690956 -0.009406423 -0.01168958 -0.008139909
## 135 136 137 138 139
## (Intercept) 0.120030145 0.11606085 0.14002580 0.11606085 0.13166728
## demo$dependents -0.009406423 -0.01072278 -0.01168958 -0.01072278 -0.01172984
## 140 141 142 143 144
## (Intercept) 0.13155640 0.14140015 0.114067725 0.13520904 0.12535189
## demo$dependents -0.01109857 -0.01089458 -0.008091683 -0.01175807 -0.01195398
## 145 146 147 148 149
## (Intercept) 0.199613688 0.122938162 0.13213405 0.420208959 0.56345373
## demo$dependents -0.002734135 -0.009873583 -0.01053258 0.005007236 0.01116322
## 150 151 152 153 154
## (Intercept) 0.131823951 0.130335520 0.14002580 0.15074710 0.114067725
## demo$dependents -0.009965477 -0.007014219 -0.01168958 -0.00607037 -0.008091683
## 155 156 157 158 159
## (Intercept) 0.13704836 0.14002580 0.14002580 0.14002580 0.147156373
## demo$dependents -0.01168346 -0.01168958 -0.01168958 -0.01168958 -0.009800678
## 160 161 162 163 164
## (Intercept) 0.138321926 0.124104524 0.12535189 0.13535785 0.2223761224
## demo$dependents -0.009129154 -0.007761569 -0.01195398 -0.01057029 -0.0005729891
## 165 166 167 168 169
## (Intercept) 0.140685605 0.14002580 0.14002580 0.174152379 0.11997475
## demo$dependents -0.006977443 -0.01168958 -0.01168958 -0.004879909 -0.01077513
## 170 171 172 173 174
## (Intercept) 0.137598499 0.155137955 0.159723803 0.136679211 0.14002580
## demo$dependents -0.007081112 -0.005907908 -0.006068274 -0.006797404 -0.01168958
## 175 176 177 178 179
## (Intercept) 0.126520617 0.152110654 0.371590660 0.114067725 0.114067725
## demo$dependents -0.009934618 -0.006653917 0.002745419 -0.008091683 -0.008091683
## 180 181 182 183 184
## (Intercept) 0.130065016 0.14002580 0.155137955 0.11606085 0.14002580
## demo$dependents -0.009124103 -0.01168958 -0.005907908 -0.01072278 -0.01168958
## 185 186 187 188 189
## (Intercept) 0.14002580 0.239393782 0.140953149 0.114067725 0.12535189
## demo$dependents -0.01168958 0.000948084 -0.006641388 -0.008091683 -0.01195398
## 190 191 192 193 194
## (Intercept) 0.14002580 0.51154064 0.12985965 0.14002580 0.14002580
## demo$dependents -0.01168958 0.01081476 -0.01054066 -0.01168958 -0.01168958
## 195 196 197 198 199
## (Intercept) 0.114067725 0.127072799 0.114067725 0.189780725 0.13535785
## demo$dependents -0.008091683 -0.007442432 -0.008091683 -0.004045419 -0.01057029
## 200 201 202 203 204
## (Intercept) 0.14002580 0.178471463 0.12959452 0.12959452 0.14002580
## demo$dependents -0.01168958 -0.005456205 -0.01010168 -0.01010168 -0.01168958
## 205 206 207 208 209
## (Intercept) 0.12959452 0.56345373 0.14002580 0.122938162 0.194693658
## demo$dependents -0.01010168 0.01116322 -0.01168958 -0.009873583 -0.002576108
## 210 211 212 213
## (Intercept) 0.160018389 0.128214650 0.130065016 0.154199021
## demo$dependents -0.004832606 -0.007907212 -0.009124103 -0.005618503
## 214 215 216 217 218
## (Intercept) 0.145418435 0.120030145 0.425305736 0.187955737 0.120030145
## demo$dependents -0.005335828 -0.009406423 0.003377654 -0.003639297 -0.009406423
## 219 220 221 222 223
## (Intercept) 0.14002580 0.14002580 0.14002580 0.14002580 0.14002580
## demo$dependents -0.01168958 -0.01168958 -0.01168958 -0.01168958 -0.01168958
## 224 225 226 227 228
## (Intercept) 0.51154064 0.332323292 0.136679211 0.151585426 0.11606085
## demo$dependents 0.01081476 0.002848575 -0.006797404 -0.008833566 -0.01072278
## 229 230 231 232 233
## (Intercept) 0.114067725 0.13155640 0.376605767 0.14002580 0.127072799
## demo$dependents -0.008091683 -0.01109857 0.003290177 -0.01168958 -0.007442432
## 234 235 236 237 238
## (Intercept) 0.11997475 0.56345373 0.114067725 0.13155640 0.11997475
## demo$dependents -0.01077513 0.01116322 -0.008091683 -0.01109857 -0.01077513
## 239 240 241 242 243
## (Intercept) 0.3201396205 0.37192966 0.114067725 0.127072799 0.114067725
## demo$dependents 0.0001063133 0.00478526 -0.008091683 -0.007442432 -0.008091683
## 244 245 246 247 248
## (Intercept) 0.14002580 0.178266128 0.12617248 0.337984806 0.156691224
## demo$dependents -0.01168958 -0.003253354 -0.00716425 -0.001002386 -0.006404532
## 249 250 251 252 253
## (Intercept) 0.120030145 0.13421572 0.13520904 0.12985965 0.114067725
## demo$dependents -0.009406423 -0.01254666 -0.01175807 -0.01054066 -0.008091683
## 254 255 256 257 258
## (Intercept) 0.13155640 0.114067725 0.136679211 0.11997475 0.13769723
## demo$dependents -0.01109857 -0.008091683 -0.006797404 -0.01077513 -0.01059143
## 259 260 261 262 263
## (Intercept) 0.13520904 0.3785099396 0.122938162 0.212884195 0.268492633
## demo$dependents -0.01175807 0.0005331324 -0.009873583 -0.002154287 0.002099806
## 264 265 266 267 268
## (Intercept) 0.41492588 0.337984806 0.14002580 0.124104524 0.130335520
## demo$dependents 0.00442881 -0.001002386 -0.01168958 -0.007761569 -0.007014219
## 269 270 271 272 273
## (Intercept) 0.122938162 0.124095799 0.126520617 0.268696925 0.126520617
## demo$dependents -0.009873583 -0.008843185 -0.009934618 0.002034488 -0.009934618
## 274 275 276 277 278
## (Intercept) 0.14002580 0.130229430 0.11606085 0.114067725 0.14002580
## demo$dependents -0.01168958 -0.007321149 -0.01072278 -0.008091683 -0.01168958
## 279 280 281 282 283
## (Intercept) 0.132893084 0.460212690 0.12959452 0.56345373 0.14002580
## demo$dependents -0.009618622 0.006656532 -0.01010168 0.01116322 -0.01168958
## 284 285 286 287 288
## (Intercept) 0.14002580 0.13155640 0.14002580 0.136679211 0.14002580
## demo$dependents -0.01168958 -0.01109857 -0.01168958 -0.006797404 -0.01168958
## 289 290 291 292 293
## (Intercept) 0.124104524 0.124095799 0.14002580 0.12824844 0.13535785
## demo$dependents -0.007761569 -0.008843185 -0.01168958 -0.01107202 -0.01057029
## 294 295 296 297 298
## (Intercept) 0.12617248 0.14002580 0.165962515 0.14140015 0.372560532
## demo$dependents -0.00716425 -0.01168958 -0.005166768 -0.01089458 0.004583552
## 299 300 301 302 303
## (Intercept) 0.14246282 0.14002580 0.13155640 0.14002580 0.12535189
## demo$dependents -0.00712407 -0.01168958 -0.01109857 -0.01168958 -0.01195398
## 304 305 306 307
## (Intercept) 0.120030145 0.184655466 0.120030145 0.139722539
## demo$dependents -0.009406423 -0.003901745 -0.009406423 -0.006472153
## 308 309 310 311 312
## (Intercept) 0.118222516 0.13155640 0.268696925 0.120030145 2.426472e-01
## demo$dependents -0.008217235 -0.01109857 0.002034488 -0.009406423 -9.211224e-05
##
## $f.perms
## [,1]
## [1,] 1.2684633878
## [2,] 0.0533411496
## [3,] 2.0668794994
## [4,] 0.1408885042
## [5,] 2.6368822617
## [6,] 0.2767460905
## [7,] 0.5078682322
## [8,] 2.2430326485
## [9,] 0.5115645169
## [10,] 0.5379181786
## [11,] 0.6226441767
## [12,] 0.5006406143
## [13,] 0.6441828747
## [14,] 2.8054960189
## [15,] 2.2607352053
## [16,] 0.9240118725
## [17,] 0.1320499014
## [18,] 0.3127357435
## [19,] 2.2103053308
## [20,] 1.2826571553
## [21,] 5.3059920916
## [22,] 1.6362129127
## [23,] 0.3328295676
## [24,] 0.2923418558
## [25,] 0.0709192992
## [26,] 0.1673256426
## [27,] 0.0797446296
## [28,] 2.3946057676
## [29,] 0.1955144365
## [30,] 4.0328657355
## [31,] 3.6594744922
## [32,] 3.1482575016
## [33,] 1.6577563249
## [34,] -0.0899675713
## [35,] 0.4217742574
## [36,] 0.3224076833
## [37,] 0.3991202002
## [38,] 0.3726048131
## [39,] 1.2165085890
## [40,] 0.2342650114
## [41,] 1.0645030671
## [42,] 0.2256633896
## [43,] 1.2563029506
## [44,] 0.3514546118
## [45,] 1.0137520272
## [46,] 0.2743343659
## [47,] 15.9540633238
## [48,] 1.3898851454
## [49,] 1.4350255956
## [50,] 0.5131709946
## [51,] 3.7256426219
## [52,] 0.6432215033
## [53,] 0.7667203271
## [54,] 0.5720601493
## [55,] 0.0536577527
## [56,] 0.6712454871
## [57,] 0.4644511785
## [58,] 0.9826293274
## [59,] 1.8270173800
## [60,] 0.2377607602
## [61,] 1.1936846986
## [62,] 0.3395639877
## [63,] 0.4344154379
## [64,] 0.1955610109
## [65,] 0.5905779820
## [66,] 4.4759556296
## [67,] 0.4819247590
## [68,] 0.0447205694
## [69,] 1.7864679794
## [70,] 4.5599529233
## [71,] 0.0043234663
## [72,] 0.0787320259
## [73,] 0.1643600265
## [74,] 0.5924082957
## [75,] 0.2968124983
## [76,] 0.5431246200
## [77,] 0.4696974609
## [78,] 1.4602591456
## [79,] 0.8031923496
## [80,] 0.9631368233
## [81,] 0.8759684775
## [82,] 1.4549854158
## [83,] -0.0117702060
## [84,] -0.0319677884
## [85,] 0.3567008693
## [86,] 0.5842186494
## [87,] 0.1532287385
## [88,] 3.1023586647
## [89,] 0.1048335508
## [90,] 0.2826124479
## [91,] 2.4128450508
## [92,] 1.6761935230
## [93,] 0.5470729887
## [94,] 1.1491273628
## [95,] 0.8712408996
## [96,] 3.1303600384
## [97,] 1.4884271308
## [98,] 0.9027768233
## [99,] 0.1956707301
## [100,] 0.2018331838
## [101,] 2.6379012048
## [102,] 1.1137886153
## [103,] 0.3065390986
## [104,] 0.7316867468
## [105,] 0.5949427625
## [106,] 0.3523243785
## [107,] 0.2765834386
## [108,] 0.0240475028
## [109,] 0.6131731335
## [110,] 1.0888594564
## [111,] 0.1938634895
## [112,] 2.3433990049
## [113,] 0.8000531531
## [114,] 0.5347042673
## [115,] 0.2278933395
## [116,] 0.3947792121
## [117,] 0.5249798820
## [118,] 0.6046439925
## [119,] 0.1373447435
## [120,] 0.5205538049
## [121,] 0.3999413896
## [122,] 0.8668653785
## [123,] 10.2884844592
## [124,] 2.1865593678
## [125,] 0.0469431607
## [126,] 0.6194985831
## [127,] 0.7149334065
## [128,] 1.0881486230
## [129,] 0.6379118267
## [130,] 0.6856637819
## [131,] 4.0500270134
## [132,] 1.5174272659
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## [746,] 0.3447097271
## [747,] 0.6307025692
## [748,] 1.0199736558
## [749,] 0.6696722504
## [750,] 0.3507485146
## [751,] 0.5797271688
## [752,] 1.1658248562
## [753,] 0.7840534293
## [754,] 0.4081550555
## [755,] 0.1116288925
## [756,] 0.2327899543
## [757,] 0.5239338053
## [758,] 0.0869293821
## [759,] 1.5124191487
## [760,] 0.9253885373
## [761,] 0.0474079544
## [762,] 0.9764676377
## [763,] 0.4194526903
## [764,] 0.3171692446
## [765,] 0.4495688333
## [766,] 1.2053124518
## [767,] 0.5118079575
## [768,] 0.6424937865
## [769,] 0.8201020612
## [770,] 1.0472859875
## [771,] 1.5637787587
## [772,] 0.5897971586
## [773,] 0.1582712488
## [774,] 0.3541945370
## [775,] -0.0657252182
## [776,] 0.3577979665
## [777,] 0.0374932249
## [778,] 0.7893342222
## [779,] 0.5334426460
## [780,] 0.0821955251
## [781,] 0.0544019125
## [782,] 0.2451687478
## [783,] 1.0494183676
## [784,] 2.2631930503
## [785,] 0.2492410987
## [786,] 0.1644797175
## [787,] 0.2740281967
## [788,] 0.4742707959
## [789,] 0.4418512449
## [790,] 0.2959003565
## [791,] 0.6566931090
## [792,] 0.3958685727
## [793,] 0.3387583555
## [794,] 0.8702701909
## [795,] 2.3741426445
## [796,] 0.4925125750
## [797,] 0.2464392371
## [798,] 0.8390359512
## [799,] 0.1498477462
## [800,] 5.0802226516
## [801,] 0.1165690513
## [802,] 0.3955368523
## [803,] 0.0609079234
## [804,] 1.7575311226
## [805,] 0.3099467110
## [806,] 0.0231619390
## [807,] 0.6066175973
## [808,] 0.0551624697
## [809,] 1.9126746227
## [810,] 0.5551919379
## [811,] 0.1668157605
## [812,] 2.3832227763
## [813,] 0.2111543351
## [814,] 0.1989683574
## [815,] 1.2054157679
## [816,] 0.1883047596
## [817,] 1.8247763351
## [818,] 1.1112090068
## [819,] 0.5328319428
## [820,] 2.6485556503
## [821,] 0.5639229983
## [822,] 1.9375550400
## [823,] 0.5350284626
## [824,] 0.5588699820
## [825,] 1.5721441237
## [826,] 0.7897387334
## [827,] 0.4546693239
## [828,] 0.1688317723
## [829,] 0.8512892941
## [830,] 0.5672553464
## [831,] 5.3150204518
## [832,] 2.0245266660
## [833,] 2.9486954130
## [834,] 1.9456471731
## [835,] 0.4710940495
## [836,] 0.2893641770
## [837,] 1.6749694977
## [838,] 0.3013855292
## [839,] 1.5057238452
## [840,] 1.1883692500
## [841,] 1.2071425670
## [842,] 0.3655313127
## [843,] 1.4716211116
## [844,] 1.4527384632
## [845,] 1.8682701077
## [846,] 0.3447367891
## [847,] 0.3853755906
## [848,] 0.0478016576
## [849,] 0.2439346019
## [850,] 0.3496044772
## [851,] 0.2711117342
## [852,] 0.1826160477
## [853,] 0.1086440378
## [854,] 1.7731484096
## [855,] 1.5408201822
## [856,] 0.6672325097
## [857,] 0.1210252055
## [858,] 0.2096197912
## [859,] 2.2961762253
## [860,] 0.2961056551
## [861,] 2.8491006909
## [862,] 0.0877655158
## [863,] -0.0674166487
## [864,] 0.5697349355
## [865,] 0.3490264350
## [866,] 0.1101763347
## [867,] 1.7753319562
## [868,] 3.3820714041
## [869,] 0.2615526949
## [870,] 0.5908933395
## [871,] 1.9670368391
## [872,] 0.3098965947
## [873,] 0.2328002880
## [874,] 1.8591166552
## [875,] 0.2001604746
## [876,] 0.2713285809
## [877,] 0.3755957109
## [878,] 2.0970349197
## [879,] 0.2369002016
## [880,] 0.4496339608
## [881,] 1.2450498983
## [882,] 2.2405227800
## [883,] 1.9419266601
## [884,] 0.8624828648
## [885,] 2.0489627663
## [886,] 0.5465215911
## [887,] 0.7845952250
## [888,] 0.8065462490
## [889,] 0.6158880843
## [890,] 1.4117721958
## [891,] 3.0650050436
## [892,] 0.0696961473
## [893,] 0.0218559341
## [894,] 0.1644584368
## [895,] 0.0472773114
## [896,] 0.2886928040
## [897,] 0.1091253122
## [898,] 0.2806579632
## [899,] 1.9695876059
## [900,] 1.8753001578
## [901,] 2.2908096058
## [902,] 0.5255954182
## [903,] 2.1051084003
## [904,] 0.7759415812
## [905,] 1.6380334682
## [906,] 0.8685261855
## [907,] 0.1764322965
## [908,] 1.0019091784
## [909,] 0.3087181353
## [910,] 1.4520887026
## [911,] 0.2791004050
## [912,] 0.0727905504
## [913,] 0.3840151310
## [914,] 0.1761275373
## [915,] 3.2577130037
## [916,] 0.1110535452
## [917,] 1.7703902907
## [918,] 1.5874569894
## [919,] 0.1260016482
## [920,] 0.0561058932
## [921,] 1.1090139150
## [922,] 0.0390736893
## [923,] 0.2651564760
## [924,] 0.7803400734
## [925,] 0.1130015985
## [926,] 0.2101298262
## [927,] 0.8159690264
## [928,] 1.6149919703
## [929,] 0.6412556136
## [930,] 1.5998285473
## [931,] 5.6062428026
## [932,] 1.9238116970
## [933,] 1.3206883781
## [934,] 0.0159605136
## [935,] 0.6797149072
## [936,] 0.3213389023
## [937,] 0.4840491711
## [938,] 0.0693841266
## [939,] 1.4747932449
## [940,] 0.2839720491
## [941,] 2.1930048623
## [942,] 0.0087582110
## [943,] 0.0700368281
## [944,] 0.3347179403
## [945,] 2.2709534092
## [946,] 0.2873952605
## [947,] 1.1692931597
## [948,] 0.4816159649
## [949,] 2.8811516757
## [950,] 0.8159514403
## [951,] 0.7197569054
## [952,] 0.3029407532
## [953,] 0.4505392660
## [954,] 0.3838838967
## [955,] -0.0307226928
## [956,] 0.7765869695
## [957,] 0.0031657595
## [958,] 0.4212494474
## [959,] 0.4276487870
## [960,] 0.3317598402
## [961,] 0.6676473698
## [962,] 1.7317840682
## [963,] 0.3372046541
## [964,] 0.9526781320
## [965,] 0.1592679829
## [966,] 0.8670977325
## [967,] -0.0777198873
## [968,] 0.7995277797
## [969,] 1.1627230289
## [970,] 3.7052271953
## [971,] 0.6982524055
## [972,] 1.5205453286
## [973,] 0.0902804680
## [974,] 0.7887384779
## [975,] 0.8664672173
## [976,] 1.9085182301
## [977,] 0.6487361079
## [978,] 0.7658400502
## [979,] 0.1303519201
## [980,] 0.4806016815
## [981,] 0.3631455517
## [982,] 0.4198210469
## [983,] 0.4520948167
## [984,] 0.1621423850
## [985,] 0.2068421267
## [986,] 0.3220424658
## [987,] 1.2927433217
## [988,] 0.4125028622
## [989,] 0.1904050367
## [990,] 0.2826769273
## [991,] 0.4067491135
## [992,] 1.9061291058
## [993,] 0.7270560222
## [994,] 1.6134133816
## [995,] 1.0643846633
## [996,] 0.2518733187
## [997,] 0.4878261478
## [998,] -0.1825784742
## [999,] 0.9789930279
##
## $model.matrix
## (Intercept) demo$dependents
## 1 1 0
## 2 1 0
## 3 1 0
## 4 1 0
## 5 1 0
## 6 1 0
## 7 1 0
## 8 1 0
## 9 1 0
## 10 1 0
## 11 1 0
## 12 1 0
## 13 1 0
## 14 1 0
## 15 1 0
## 16 1 0
## 17 1 0
## 18 1 0
## 19 1 0
## 20 1 1
## 21 1 0
## 22 1 0
## 23 1 0
## 24 1 0
## 25 1 0
## 26 1 0
## 27 1 0
## 28 1 0
## 29 1 5
## 30 1 0
## 31 1 4
## 32 1 0
## 33 1 0
## 34 1 0
## 35 1 0
## 36 1 0
## 37 1 0
## 38 1 4
## 39 1 0
## 40 1 0
## 41 1 0
## 42 1 0
## 43 1 0
## 44 1 0
## 45 1 0
## 46 1 0
## 47 1 0
## 48 1 0
## 49 1 0
## 50 1 0
## 51 1 0
## 52 1 1
## 53 1 0
## 54 1 0
## 55 1 0
## 56 1 0
## 57 1 1
## 58 1 0
## 59 1 0
## 60 1 0
## 61 1 0
## 62 1 0
## 63 1 0
## 64 1 0
## 65 1 0
## 66 1 0
## 67 1 0
## 68 1 0
## 69 1 0
## 70 1 4
## 71 1 0
## 72 1 0
## 73 1 1
## 74 1 0
## 75 1 0
## 76 1 0
## 77 1 0
## 78 1 0
## 79 1 0
## 80 1 1
## 81 1 1
## 82 1 0
## 83 1 0
## 84 1 0
## 85 1 0
## 86 1 0
## 87 1 0
## 88 1 0
## 89 1 0
## 90 1 0
## 91 1 0
## 92 1 0
## 93 1 0
## 94 1 0
## 95 1 0
## 96 1 0
## 97 1 0
## 98 1 3
## 99 1 0
## 100 1 0
## 101 1 1
## 102 1 0
## 103 1 0
## 104 1 0
## 105 1 0
## 106 1 0
## 107 1 0
## 108 1 0
## 109 1 0
## 110 1 0
## 111 1 0
## 112 1 0
## 113 1 0
## 114 1 0
## 115 1 0
## 116 1 0
## 117 1 0
## 118 1 0
## 119 1 0
## 120 1 0
## 121 1 0
## 122 1 0
## 123 1 0
## 124 1 0
## 125 1 0
## 126 1 0
## 127 1 0
## 128 1 0
## 129 1 0
## 130 1 0
## 131 1 3
## 132 1 0
## 133 1 0
## 134 1 0
## 135 1 0
## 136 1 0
## 137 1 0
## 138 1 0
## 139 1 1
## 140 1 1
## 141 1 0
## 142 1 0
## 143 1 0
## 144 1 0
## 145 1 0
## 146 1 0
## 147 1 0
## 148 1 0
## 149 1 0
## 150 1 0
## 151 1 0
## 152 1 0
## 153 1 0
## 154 1 0
## 155 1 0
## 156 1 0
## 157 1 0
## 158 1 0
## 159 1 0
## 160 1 0
## 161 1 0
## 162 1 0
## 163 1 0
## 164 1 0
## 165 1 0
## 166 1 0
## 167 1 0
## 168 1 0
## 169 1 4
## 170 1 0
## 171 1 0
## 172 1 0
## 173 1 0
## 174 1 0
## 175 1 0
## 176 1 0
## 177 1 0
## 178 1 0
## 179 1 0
## 180 1 0
## 181 1 0
## 182 1 0
## 183 1 0
## 184 1 0
## 185 1 0
## 186 1 0
## 187 1 0
## 188 1 0
## 189 1 0
## 190 1 0
## 191 1 0
## 192 1 0
## 193 1 0
## 194 1 0
## 195 1 0
## 196 1 0
## 197 1 0
## 198 1 0
## 199 1 0
## 200 1 0
## 201 1 0
## 202 1 3
## 203 1 0
## 204 1 0
## 205 1 0
## 206 1 0
## 207 1 0
## 208 1 0
## 209 1 0
## 210 1 0
## 211 1 0
## 212 1 0
## 213 1 0
## 214 1 0
## 215 1 0
## 216 1 0
## 217 1 0
## 218 1 0
## 219 1 0
## 220 1 0
## 221 1 0
## 222 1 0
## 223 1 0
## 224 1 0
## 225 1 0
## 226 1 0
## 227 1 0
## 228 1 0
## 229 1 0
## 230 1 0
## 231 1 0
## 232 1 0
## 233 1 0
## 234 1 0
## 235 1 0
## 236 1 0
## 237 1 0
## 238 1 0
## 239 1 0
## 240 1 0
## 241 1 0
## 242 1 0
## 243 1 0
## 244 1 0
## 245 1 0
## 246 1 0
## 247 1 0
## 248 1 0
## 249 1 0
## 250 1 0
## 251 1 0
## 252 1 0
## 253 1 0
## 254 1 0
## 255 1 0
## 256 1 0
## 257 1 0
## 258 1 0
## 259 1 0
## 260 1 0
## 261 1 0
## 262 1 0
## 263 1 0
## 264 1 0
## 265 1 0
## 266 1 0
## 267 1 0
## 268 1 0
## 269 1 0
## 270 1 0
## 271 1 0
## 272 1 0
## 273 1 0
## 274 1 0
## 275 1 0
## 276 1 0
## 277 1 0
## 278 1 0
## 279 1 0
## 280 1 0
## 281 1 0
## 282 1 0
## 283 1 0
## 284 1 0
## 285 1 0
## 286 1 0
## 287 1 0
## 288 1 1
## 289 1 0
## 290 1 0
## 291 1 0
## 292 1 0
## 293 1 0
## 294 1 0
## 295 1 0
## 296 1 0
## 297 1 4
## 298 1 0
## 299 1 0
## 300 1 1
## 301 1 0
## 302 1 0
## 303 1 0
## 304 1 0
## 305 1 0
## 306 1 0
## 307 1 2
## 308 1 0
## 309 1 0
## 310 1 0
## 311 1 0
## 312 1 0
##
## $terms
## im ~ demo$dependents
## attr(,"variables")
## list(im, demo$dependents)
## attr(,"factors")
## demo$dependents
## im 0
## demo$dependents 1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to number of dependents.
Now, Self-Determination:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$dependents 1 0.0787 0.078723 3.2374 0.01034 0.051 .
## Residuals 310 7.5381 0.024317 0.98966
## Total 311 7.6168 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = sd ~ demo$dependents)
##
## $coefficients
## sd1 sd2 sd3 sd4 sd5
## (Intercept) 3.793128 3.8145459 3.8515863 3.5932425 3.6234108
## demo$dependents 0.181789 0.1885466 0.1767037 0.2320925 0.2020387
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.16078970 0.1304036 0.13745525 0.1446540990 0.16078970
## demo$dependents -0.02536719 -0.0128478 -0.01099552 -0.0002624102 -0.02536719
## 6 7 8 9 10
## (Intercept) 0.124216986 0.1217701501 0.16078970 0.18866832 0.45139262
## demo$dependents 0.002553318 -0.0002067514 -0.02536719 0.01486659 0.01672815
## 11 12 13 14 15
## (Intercept) 0.19435432 0.1217862 0.123851025 0.111264310 0.16078970
## demo$dependents 0.01304862 -0.0085311 -0.008234539 -0.003817097 -0.02536719
## 16 17 18 19 20
## (Intercept) 0.111264310 0.111264310 0.152262311 0.14178799 0.124216986
## demo$dependents -0.003817097 -0.003817097 0.009017768 -0.01684675 0.002553318
## 21 22 23 24 25
## (Intercept) 0.13540057 0.21547814 0.34434517 0.1246544656 0.111264310
## demo$dependents 0.00652799 0.01594875 0.02153568 -0.0007800901 -0.003817097
## 26 27 28 29 30
## (Intercept) 0.5524655 0.1304036 0.135985956 0.16078970 0.22478189
## demo$dependents 0.0182244 -0.0128478 0.002131108 -0.02536719 0.01297408
## 31 32 33 34 35
## (Intercept) 0.15242208 0.30163635 0.138452034 0.118076532 0.12801302
## demo$dependents -0.02146784 0.02073143 0.005920065 -0.001928851 0.00432224
## 36 37 38 39 40
## (Intercept) 0.12900783 0.12035749 0.16078970 0.30163635 0.15375630
## demo$dependents -0.01240908 -0.00808221 -0.02536719 0.02073143 -0.02188756
## 41 42 43 44 45
## (Intercept) 0.16078970 0.15375630 0.14624120 0.14290486 0.16078970
## demo$dependents -0.02536719 -0.02188756 -0.01798109 -0.01783546 -0.02536719
## 46 47 48 49 50
## (Intercept) 0.16460714 0.15021457 0.30163635 0.144935966 0.12900783
## demo$dependents 0.01339796 0.01009557 0.02073143 0.001649583 -0.01240908
## 51 52 53 54 55
## (Intercept) 0.5524655 0.123652012 0.15021457 0.5524655 0.12801302
## demo$dependents 0.0182244 -0.001195545 0.01009557 0.0182244 0.00432224
## 56 57 58 59 60
## (Intercept) 0.155539670 0.130926729 0.1217862 0.13233607 0.147517717
## demo$dependents 0.008392989 -0.004669552 -0.0085311 -0.01229013 0.006088188
## 61 62 63 64 65
## (Intercept) 0.14178799 0.13845165 0.111264310 0.178797476 0.124216986
## demo$dependents -0.01684675 -0.01670113 -0.003817097 0.009686242 0.002553318
## 66 67 68 69 70
## (Intercept) 0.19001250 0.15242208 0.16677140 0.14162283 0.118076532
## demo$dependents 0.01443682 -0.02146784 0.00520205 -0.01766957 -0.001928851
## 71 72 73 74 75
## (Intercept) 0.14932049 0.111264310 0.1171890275 0.12801302 0.16078970
## demo$dependents -0.02051972 -0.003817097 0.0005031372 0.00432224 -0.02536719
## 76 77 78 79 80
## (Intercept) 0.13540057 0.1217862 0.49463298 0.1491198 0.111264310
## demo$dependents 0.00652799 -0.0085311 0.01774127 0.0096446 -0.003817097
## 81 82 83 84 85
## (Intercept) 0.16078970 0.16078970 0.30894621 0.142242191 0.130978552
## demo$dependents -0.02536719 -0.02536719 0.02066184 0.004729259 0.003732115
## 86 87 88 89 90
## (Intercept) 0.123851025 0.30163635 0.39895735 0.13364755 0.131895338
## demo$dependents -0.008234539 0.02073143 0.01956674 -0.01383747 0.001232705
## 91 92 93 94 95
## (Intercept) 0.111264310 0.111264310 0.12900783 0.111264310 0.20531965
## demo$dependents -0.003817097 -0.003817097 -0.01240908 -0.003817097 0.01081904
## 96 97 98 99 100
## (Intercept) 0.14042370 0.16078970 0.39093424 0.1171890275 0.120445160
## demo$dependents -0.01641774 -0.02536719 0.01702992 0.0005031372 -0.008354961
## 101 102 103 104 105
## (Intercept) 0.16078970 0.111264310 0.21425239 0.1491198 0.16078970
## demo$dependents -0.02536719 -0.003817097 0.01634065 0.0096446 -0.02536719
## 106 107 108 109 110
## (Intercept) 0.17540757 0.1217862 0.21668022 0.1966523 0.152262311
## demo$dependents 0.01033349 -0.0085311 0.01556441 0.0123139 0.009017768
## 111 112 113 114 115
## (Intercept) 0.111264310 0.15049337 0.111264310 0.130926729 0.118076532
## demo$dependents -0.003817097 -0.02174506 -0.003817097 -0.004669552 -0.001928851
## 116 117 118 119 120
## (Intercept) 0.203687874 0.118076532 0.15049337 0.13540057 0.13031869
## demo$dependents 0.003582504 -0.001928851 -0.02174506 0.00652799 -0.01257995
## 121 122 123 124 125
## (Intercept) 0.111264310 0.14487691 0.15375630 0.14771245 0.134659936
## demo$dependents -0.003817097 -0.01755208 -0.02188756 -0.01495999 0.002574964
## 126 127 128 129 130
## (Intercept) 0.135985956 0.24928396 0.16460714 0.15049337 0.16078970
## demo$dependents 0.002131108 0.01736661 0.01339796 -0.02174506 -0.02536719
## 131 132 133 134 135
## (Intercept) 0.118076532 0.158232864 0.30163635 0.14569507 0.14170573
## demo$dependents -0.001928851 -0.004017707 0.02073143 -0.01524981 -0.01658364
## 136 137 138 139 140
## (Intercept) 0.16078970 0.16078970 0.111264310 0.13738987 0.14932049
## demo$dependents -0.02536719 -0.02536719 -0.003817097 0.00548158 -0.02051972
## 141 142 143 144 145
## (Intercept) 0.1491198 0.161936838 0.14487691 0.17232862 0.21430080
## demo$dependents 0.0096446 0.006725564 -0.01755208 0.01092919 0.01632518
## 146 147 148 149 150
## (Intercept) 0.128793343 0.111264310 0.30163635 0.43970123 0.224441549
## demo$dependents -0.006806772 -0.003817097 0.02073143 0.01774512 0.008455291
## 151 152 153 154 155
## (Intercept) 0.134222322 0.16078970 0.133672240 0.155539670 0.13745525
## demo$dependents -0.006091385 -0.02536719 -0.002096314 0.008392989 -0.01099552
## 156 157 158 159 160
## (Intercept) 0.16078970 0.16078970 0.16078970 0.118076532 0.141294197
## demo$dependents -0.02536719 -0.02536719 -0.02536719 -0.001928851 0.007299933
## 161 162 163 164 165
## (Intercept) 0.1171890275 0.111264310 0.14290486 0.138452034 0.16078970
## demo$dependents 0.0005031372 -0.003817097 -0.01783546 0.005920065 -0.02536719
## 166 167 168 169 170
## (Intercept) 0.13031869 0.1304036 0.120445160 0.15049337 0.12035749
## demo$dependents -0.01257995 -0.0128478 -0.008354961 -0.02174506 -0.00808221
## 171 172 173 174 175
## (Intercept) 0.138452034 0.21187298 0.18653234 0.1171890275 0.30163635
## demo$dependents 0.005920065 0.01710142 0.01554952 0.0005031372 0.02073143
## 176 177 178 179 180
## (Intercept) 0.183129053 0.30163635 0.30163635 0.157262651 0.111264310
## demo$dependents 0.007864713 0.02073143 0.02073143 0.008242263 -0.003817097
## 181 182 183 184 185
## (Intercept) 0.14932049 0.1246544656 0.15242208 0.208029212 0.15375630
## demo$dependents -0.02051972 -0.0007800901 -0.02146784 0.009927705 -0.02188756
## 186 187 188 189 190
## (Intercept) 0.15021457 0.13697579 0.2783113 0.15242208 0.16078970
## demo$dependents 0.01009557 -0.01371852 0.0189539 -0.02146784 -0.02536719
## 191 192 193 194 195
## (Intercept) 0.147517717 0.111264310 0.16078970 0.14932049 0.111264310
## demo$dependents 0.006088188 -0.003817097 -0.02536719 -0.02051972 -0.003817097
## 196 197 198 199 200
## (Intercept) 0.12900783 0.13845165 0.2413631 0.1217701501 0.16078970
## demo$dependents -0.01240908 -0.01670113 0.0178583 -0.0002067514 -0.02536719
## 201 202 203 204 205
## (Intercept) 0.111264310 0.16078970 0.12900783 0.14162283 0.16460714
## demo$dependents -0.003817097 -0.02536719 -0.01240908 -0.01766957 0.01339796
## 206 207 208 209 210
## (Intercept) 0.5524655 0.12801302 0.15671972 0.120445160 0.1171890275
## demo$dependents 0.0182244 0.00432224 -0.01918944 -0.008354961 0.0005031372
## 211 212 213 214 215
## (Intercept) 0.111264310 0.123652012 0.13031869 0.16078970 0.124216986
## demo$dependents -0.003817097 -0.001195545 -0.01257995 -0.02536719 0.002553318
## 216 217 218 219 220
## (Intercept) 0.49494154 0.1246544656 0.111264310 0.1396078 0.13845165
## demo$dependents 0.02055807 -0.0007800901 -0.003817097 -0.0109717 -0.01670113
## 221 222 223 224 225
## (Intercept) 0.152262311 0.16078970 0.16078970 0.43869193 0.24119901
## demo$dependents 0.009017768 -0.02536719 -0.02536719 0.02078891 0.01791078
## 226 227 228 229 230
## (Intercept) 0.118076532 0.14162283 0.13242095 0.14162283 0.13845165
## demo$dependents -0.001928851 -0.01766957 -0.01255798 -0.01766957 -0.01670113
## 231 232 233 234 235
## (Intercept) 0.26986047 0.14178799 0.180907189 0.135790036 0.30163635
## demo$dependents 0.01950765 -0.01684675 0.008575105 -0.006164116 0.02073143
## 236 237 238 239 240
## (Intercept) 0.111264310 0.111264310 0.142356361 0.124216986 0.143613390
## demo$dependents -0.003817097 -0.003817097 0.007738418 0.002553318 0.004269836
## 241 242 243 244 245
## (Intercept) 0.111264310 0.145540962 0.13697579 0.16078970 0.30163635
## demo$dependents -0.003817097 0.003653537 -0.01371852 -0.02536719 0.02073143
## 246 247 248 249 250
## (Intercept) 0.18866832 0.1171890275 0.13845165 0.111264310 0.16078970
## demo$dependents 0.01486659 0.0005031372 -0.01670113 -0.003817097 -0.02536719
## 251 252 253 254 255
## (Intercept) 0.1171890275 0.14191965 0.17748672 0.120445160 0.118076532
## demo$dependents 0.0005031372 -0.00296588 0.01291857 -0.008354961 -0.001928851
## 256 257 258 259 260
## (Intercept) 0.142242191 0.12035749 0.1217862 0.13356266 0.13697579
## demo$dependents 0.004729259 -0.00808221 -0.0085311 -0.01356961 -0.01371852
## 261 262 263 264 265
## (Intercept) 0.111264310 0.1491198 0.13540057 0.5524655 0.5524655
## demo$dependents -0.003817097 0.0096446 0.00652799 0.0182244 0.0182244
## 266 267 268 269 270
## (Intercept) 0.16078970 0.16460714 0.14042370 0.182036734 0.111264310
## demo$dependents -0.02536719 0.01339796 -0.01641774 0.009039288 -0.003817097
## 271 272 273 274 275
## (Intercept) 0.111264310 0.111264310 0.153631494 0.143024689 0.143613390
## demo$dependents -0.003817097 -0.003817097 -0.005111305 -0.009063462 0.004269836
## 276 277 278 279 280
## (Intercept) 0.134222322 0.111264310 0.13373181 0.120445160 0.30163635
## demo$dependents -0.006091385 -0.003817097 -0.01272885 -0.008354961 0.02073143
## 281 282 283 284 285
## (Intercept) 0.111264310 0.13845165 0.16460714 0.13611423 0.16078970
## demo$dependents -0.003817097 -0.01670113 0.01339796 -0.01081938 -0.02536719
## 286 287 288 289 290
## (Intercept) 0.161936838 0.142356361 0.1217862 0.144345665 0.17442352
## demo$dependents 0.006725564 0.007738418 -0.0085311 0.006692008 0.00626676
## 291 292 293 294 295
## (Intercept) 0.16078970 0.12900783 0.16078970 0.12801302 0.111264310
## demo$dependents -0.02536719 -0.01240908 -0.02536719 0.00432224 -0.003817097
## 296 297 298 299 300
## (Intercept) 0.16628758 0.15375630 0.38938000 0.162701243 0.16078970
## demo$dependents -0.01992041 -0.02188756 0.02007787 0.009636769 -0.02536719
## 301 302 303 304 305
## (Intercept) 0.16078970 0.166899675 0.123652012 0.14569507 0.142626568
## demo$dependents -0.02536719 0.007871329 -0.001195545 -0.01524981 -0.006787085
## 306 307 308 309 310
## (Intercept) 0.12900783 0.13031869 0.34412766 0.19904063 0.27134815
## demo$dependents -0.01240908 -0.01257995 0.01920426 0.01195043 0.01903199
## 311 312
## (Intercept) 0.134659936 0.124216986
## demo$dependents 0.002574964 0.002553318
##
## $f.perms
## [,1]
## [1,] 2.065721170
## [2,] 0.033379179
## [3,] 0.536800674
## [4,] 0.316298689
## [5,] 1.334464456
## [6,] 1.008707645
## [7,] 0.601548843
## [8,] 1.145825466
## [9,] 0.406942718
## [10,] 0.663089405
## [11,] 0.657042208
## [12,] 0.184581920
## [13,] 0.729031741
## [14,] 0.758463590
## [15,] 1.133224251
## [16,] 2.986577112
## [17,] 0.666927164
## [18,] 0.371750572
## [19,] 1.211047580
## [20,] 0.335786285
## [21,] 3.509960781
## [22,] 0.792462874
## [23,] 0.166635079
## [24,] 0.044133572
## [25,] 1.992354976
## [26,] 0.113354534
## [27,] 0.197879587
## [28,] 1.283071469
## [29,] 0.430279018
## [30,] 0.491724624
## [31,] 2.411460036
## [32,] 4.412023571
## [33,] 2.637872908
## [34,] 0.624908844
## [35,] 0.348323766
## [36,] 0.241934388
## [37,] 0.016688466
## [38,] 0.712139341
## [39,] 0.182452212
## [40,] 1.658878034
## [41,] 0.999212309
## [42,] 1.105942670
## [43,] 0.181678970
## [44,] 0.106736500
## [45,] 1.030226085
## [46,] 1.980400182
## [47,] 7.948787584
## [48,] 0.342059473
## [49,] 0.721315779
## [50,] 0.070116782
## [51,] 3.118676761
## [52,] 0.326020815
## [53,] 0.665629758
## [54,] 0.252678297
## [55,] 0.068027658
## [56,] 0.357189165
## [57,] 0.279319023
## [58,] 1.089930071
## [59,] 0.820529056
## [60,] 0.093527798
## [61,] 0.096026845
## [62,] 0.044644773
## [63,] 0.529666056
## [64,] 0.987408568
## [65,] 0.279834856
## [66,] 2.011152258
## [67,] 1.321540736
## [68,] 1.054966221
## [69,] 0.384860465
## [70,] 8.614142925
## [71,] 0.759456093
## [72,] 0.697400664
## [73,] 0.306404119
## [74,] 0.233405863
## [75,] 0.160136860
## [76,] 0.510911802
## [77,] 0.025960380
## [78,] 0.661160264
## [79,] 0.363922704
## [80,] 0.088023628
## [81,] -0.033697876
## [82,] 1.010727511
## [83,] 0.198482799
## [84,] 0.232710081
## [85,] 0.465911113
## [86,] 0.557252156
## [87,] 0.030706147
## [88,] 3.178816719
## [89,] 0.830599059
## [90,] 0.422744798
## [91,] 0.065783591
## [92,] 2.286385556
## [93,] 0.149667063
## [94,] 0.932150767
## [95,] 0.841132080
## [96,] 0.579995556
## [97,] 2.403322752
## [98,] 0.334520436
## [99,] 0.247040513
## [100,] 0.116644385
## [101,] 0.388960825
## [102,] 0.197608209
## [103,] 0.074527294
## [104,] 0.818874626
## [105,] 0.334304712
## [106,] 2.856902280
## [107,] 1.656912508
## [108,] 0.039855772
## [109,] 0.442844687
## [110,] 0.167617137
## [111,] 0.265970895
## [112,] 1.885092269
## [113,] 0.074230940
## [114,] 0.205908280
## [115,] 1.137172869
## [116,] 2.048659110
## [117,] 0.348207331
## [118,] 0.452315427
## [119,] 0.507711215
## [120,] 1.547754497
## [121,] 1.235906792
## [122,] 0.761616060
## [123,] 7.726858444
## [124,] 0.215664197
## [125,] 0.339703070
## [126,] 0.884475800
## [127,] 0.321275873
## [128,] 0.632453407
## [129,] 1.084612146
## [130,] 2.023653593
## [131,] 0.472763687
## [132,] 0.215897865
## [133,] 0.280617356
## [134,] 5.331905491
## [135,] 2.071349266
## [136,] -0.066749712
## [137,] 0.922646069
## [138,] 0.834566080
## [139,] 2.326746287
## [140,] 0.124042381
## [141,] 1.175549426
## [142,] 1.343105953
## [143,] 0.197536439
## [144,] 1.608310298
## [145,] 0.504055844
## [146,] 0.736670223
## [147,] 0.699224125
## [148,] 0.147346069
## [149,] 0.232498445
## [150,] 0.379890957
## [151,] 3.393177158
## [152,] 0.348284028
## [153,] 0.687104258
## [154,] 0.509382249
## [155,] 0.863447733
## [156,] 1.486478461
## [157,] 0.664484502
## [158,] 0.122678278
## [159,] 2.534231203
## [160,] 2.128206707
## [161,] 0.772947709
## [162,] 0.415821779
## [163,] 0.940680190
## [164,] 0.595111013
## [165,] 1.088870626
## [166,] 0.734601207
## [167,] 0.784611327
## [168,] 0.453893740
## [169,] 0.070107339
## [170,] 0.554971643
## [171,] 0.208979212
## [172,] 1.106407813
## [173,] 0.308149673
## [174,] 0.121281953
## [175,] 0.708567308
## [176,] 0.851386453
## [177,] 2.068409553
## [178,] 0.736255111
## [179,] 0.207235655
## [180,] 0.601241459
## [181,] 0.013356959
## [182,] 0.453727517
## [183,] 0.309238384
## [184,] 0.115451499
## [185,] 1.534626505
## [186,] 0.462780622
## [187,] 0.521048420
## [188,] 0.273919156
## [189,] 0.310122505
## [190,] 0.585236596
## [191,] 0.332286609
## [192,] 1.838391478
## [193,] 1.136234905
## [194,] 2.337259992
## [195,] 0.383364254
## [196,] 3.805120254
## [197,] 1.377930530
## [198,] 0.402795904
## [199,] 0.322801628
## [200,] 0.359955196
## [201,] 0.409562513
## [202,] 2.022269515
## [203,] 0.470306917
## [204,] 0.622517057
## [205,] -0.032588715
## [206,] 0.704530538
## [207,] 0.846227806
## [208,] 1.371958872
## [209,] 4.330964601
## [210,] 1.928053352
## [211,] 2.145782300
## [212,] 1.343975885
## [213,] 6.538402535
## [214,] 1.220985447
## [215,] 1.204499655
## [216,] 0.107878525
## [217,] 2.929920741
## [218,] 0.642827578
## [219,] 0.401296471
## [220,] 1.026810490
## [221,] 0.581896547
## [222,] 1.462314365
## [223,] 0.173535470
## [224,] 2.293926503
## [225,] 1.090970570
## [226,] 0.561710331
## [227,] 1.095298229
## [228,] 0.072780438
## [229,] 0.328479440
## [230,] 0.290459985
## [231,] 1.970045962
## [232,] 0.305709342
## [233,] 0.776704389
## [234,] 0.763066830
## [235,] 0.317590309
## [236,] 0.801119292
## [237,] 0.171433494
## [238,] 0.117620117
## [239,] 0.152177878
## [240,] 1.055105561
## [241,] 0.917046716
## [242,] 1.176495173
## [243,] 1.006080011
## [244,] 0.268730788
## [245,] 0.344601725
## [246,] 1.343468260
## [247,] 1.281410738
## [248,] 1.478502214
## [249,] 0.026906589
## [250,] 0.147588904
## [251,] 2.338199101
## [252,] 0.250234534
## [253,] 0.253769705
## [254,] 0.883592762
## [255,] 0.331015772
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## [257,] 0.034563062
## [258,] 0.639711672
## [259,] 3.519480352
## [260,] 1.075084272
## [261,] 2.698008554
## [262,] 0.777866428
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## [264,] 0.406514683
## [265,] 0.260775705
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## [267,] 3.084320085
## [268,] 0.984533143
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## [270,] 0.130770952
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## [273,] 0.310626281
## [274,] 0.200611224
## [275,] 2.529148863
## [276,] 0.227463618
## [277,] 0.311654006
## [278,] 0.719205939
## [279,] 0.978042969
## [280,] 0.021260534
## [281,] 0.958195171
## [282,] 3.161079387
## [283,] 0.172992781
## [284,] 0.438569021
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## [286,] 1.928441627
## [287,] 1.601588322
## [288,] 0.617300785
## [289,] 0.834167692
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## [299,] 3.511606843
## [300,] 1.974302270
## [301,] 0.358170044
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## [306,] 0.580137991
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## [339,] 0.220999278
## [340,] 1.011024135
## [341,] 0.504816891
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## [343,] 0.256403817
## [344,] 10.454621599
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## [347,] -0.033774906
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## [365,] 1.456538258
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## [367,] 0.646565013
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## [369,] 3.121805087
## [370,] 0.172009862
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## [380,] 0.332694011
## [381,] 3.470552317
## [382,] 0.357803560
## [383,] 0.119455935
## [384,] 2.073854178
## [385,] 1.344189824
## [386,] 1.525765227
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## [388,] 0.788662631
## [389,] 0.265289322
## [390,] 0.753317564
## [391,] 2.499901952
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## [397,] 0.407992124
## [398,] 0.722238063
## [399,] 0.361597673
## [400,] 0.998590060
## [401,] 0.243045848
## [402,] 3.167385386
## [403,] 0.255160338
## [404,] 0.448971434
## [405,] 0.320564399
## [406,] 0.070855048
## [407,] 0.645475901
## [408,] 1.324305396
## [409,] 0.329183193
## [410,] 0.386420759
## [411,] 2.015090301
## [412,] 2.144415545
## [413,] 0.118529588
## [414,] 0.813553181
## [415,] 0.566236274
## [416,] 1.021519498
## [417,] 0.482041398
## [418,] 0.599528436
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## [996,] 2.460206194
## [997,] 0.168528332
## [998,] 0.150154382
## [999,] 0.528070426
##
## $model.matrix
## (Intercept) demo$dependents
## 1 1 0
## 2 1 0
## 3 1 0
## 4 1 0
## 5 1 0
## 6 1 0
## 7 1 0
## 8 1 0
## 9 1 0
## 10 1 0
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## 20 1 1
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## 24 1 0
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## 28 1 0
## 29 1 5
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## 31 1 4
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## 48 1 0
## 49 1 0
## 50 1 0
## 51 1 0
## 52 1 1
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## 54 1 0
## 55 1 0
## 56 1 0
## 57 1 1
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## 60 1 0
## 61 1 0
## 62 1 0
## 63 1 0
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## 68 1 0
## 69 1 0
## 70 1 4
## 71 1 0
## 72 1 0
## 73 1 1
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## 75 1 0
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## 80 1 1
## 81 1 1
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## 84 1 0
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## 86 1 0
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## 88 1 0
## 89 1 0
## 90 1 0
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##
## $terms
## sd ~ demo$dependents
## attr(,"variables")
## list(sd, demo$dependents)
## attr(,"factors")
## demo$dependents
## sd 0
## demo$dependents 1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to number of dependents.
Now, Self-Efficacy:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$dependents 1 0.0169 0.016878 0.66944 0.00215 0.488
## Residuals 310 7.8157 0.025212 0.99785
## Total 311 7.8325 1.00000
##
## $call
## adonis(formula = se ~ demo$dependents)
##
## $coefficients
## self_determition_ave se1 se2 se3 se4
## (Intercept) 3.7351827 3.77546673 4.09726263 3.77088535 3.9307754
## demo$dependents 0.1962341 0.06498683 0.07774596 0.05284618 0.0765548
## se5 self_efficacy_ave
## (Intercept) 4.09362043 3.93360211
## demo$dependents 0.03809415 0.06204558
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.13898327 0.117124732 0.108230940 0.116791734 0.13898327
## demo$dependents -0.01159025 -0.007765048 -0.004079939 -0.005598193 -0.01159025
## 6 7 8 9 10
## (Intercept) 0.129150542 0.178095697 0.13898327 0.116828518 0.549097530
## demo$dependents -0.002170162 -0.001446154 -0.01159025 -0.001657811 0.009901938
## 11 12 13 14 15
## (Intercept) 0.125469519 0.108063182 0.108230940 0.107570279 0.12591034
## demo$dependents -0.001270926 -0.004818578 -0.004079939 -0.003484567 -0.01032416
## 16 17 18 19 20
## (Intercept) 0.107570279 0.132211402 0.111814768 0.13499747 0.120503292
## demo$dependents -0.003484567 -0.008523805 -0.002184806 -0.01035895 -0.002083842
## 21 22 23 24
## (Intercept) 0.109978447 0.1941225816 0.1483326790 0.11763866
## demo$dependents -0.002651908 0.0006675254 -0.0002490542 -0.00313431
## 25 26 27 28 29
## (Intercept) 0.107570279 0.56654065 0.117087186 0.2451171795 0.13898327
## demo$dependents -0.003484567 0.01005373 -0.007017656 0.0009767279 -0.01159025
## 30 31 32 33 34
## (Intercept) 0.1471585459 0.12886425 0.52497450 0.130645920 0.118691188
## demo$dependents -0.0006415608 -0.01080555 0.01002402 -0.001568733 -0.004132047
## 35 36 37 38 39
## (Intercept) 0.177391004 0.128202120 0.132689550 0.115682345 0.52497450
## demo$dependents -0.002838327 -0.008889914 -0.009047516 -0.006952844 0.01002402
## 40 41 42 43 44
## (Intercept) 0.122777623 0.122932538 0.125241146 0.118087401 0.12144912
## demo$dependents -0.006380593 -0.009785643 -0.008792373 -0.007777825 -0.00814217
## 45 46 47 48 49
## (Intercept) 0.13898327 0.168578103 0.444529342 0.329484599 0.129150542
## demo$dependents -0.01159025 -0.001732319 0.007001305 0.002286846 -0.002170162
## 50 51 52 53 54
## (Intercept) 0.109350897 0.56654065 0.217815106 0.11201473 0.56654065
## demo$dependents -0.004776619 0.01005373 -0.002999196 -0.00137691 0.01005373
## 55 56 57 58 59
## (Intercept) 0.10876823 0.11201473 0.107426151 0.124303898 0.111691457
## demo$dependents -0.00243128 -0.00137691 -0.004237699 -0.007724491 -0.006079779
## 60 61 62 63
## (Intercept) 0.1747192632 0.126723206 0.123234645 0.107426151
## demo$dependents 0.0003029493 -0.009069312 -0.007130755 -0.004237699
## 64 65 66 67 68
## (Intercept) 0.1352065436 0.137901816 0.311209529 0.13686731 0.136697353
## demo$dependents -0.0007294075 -0.001408146 0.002860777 -0.01119991 -0.006687341
## 69 70 71 72
## (Intercept) 0.111037092 0.144336711 0.138800076 0.107426151
## demo$dependents -0.005560939 -0.004285105 -0.005920382 -0.004237699
## 73 74 75 76 77
## (Intercept) 0.132603762 0.159984058 0.13898327 0.126417693 0.132689550
## demo$dependents -0.008193132 -0.003185265 -0.01159025 -0.005724579 -0.009047516
## 78 79 80 81 82
## (Intercept) 0.557698315 0.1503623468 0.132211402 0.13085014 0.115682345
## demo$dependents 0.009999595 -0.0009858286 -0.008523805 -0.01033233 -0.006952844
## 83 84 85 86 87
## (Intercept) 0.382061590 0.110147670 0.10876823 0.11855417 0.1404980379
## demo$dependents 0.005995881 -0.001856935 -0.00243128 -0.00692688 -0.0004764456
## 88 89 90 91 92
## (Intercept) 0.540813371 0.116877017 0.111195404 0.115556996 0.109984689
## demo$dependents 0.009736134 -0.006104747 -0.003800615 -0.006567962 -0.004822765
## 93 94 95 96 97
## (Intercept) 0.113797121 0.175639694 0.141529776 0.13499747 0.122465304
## demo$dependents -0.005633388 -0.004010331 -0.006230237 -0.01035895 -0.009099731
## 98 99 100 101 102
## (Intercept) 0.34125760 0.141724414 0.108063182 0.122932538 0.132211402
## demo$dependents 0.00196485 -0.002594347 -0.004818578 -0.009785643 -0.008523805
## 103 104 105 106 107
## (Intercept) 0.2588701326 0.121735812 0.13898327 0.305669913 0.117957832
## demo$dependents 0.0008550154 -0.001139877 -0.01159025 0.001554163 -0.004131639
## 108 109 110 111
## (Intercept) 0.1623046613 0.1171212783 0.164105813 0.177697985
## demo$dependents 0.0006424427 -0.0008332024 -0.003453704 -0.004668424
## 112 113 114 115 116
## (Intercept) 0.13686731 0.107570279 0.107426151 0.244161205 0.136697353
## demo$dependents -0.01119991 -0.003484567 -0.004237699 -0.001657791 -0.006687341
## 117 118 119 120 121
## (Intercept) 0.118721180 0.148780479 0.13284296 0.29444239 0.107570279
## demo$dependents -0.005862545 -0.009058078 -0.00142975 -0.00323674 -0.003484567
## 122 123 124 125
## (Intercept) 0.111037092 0.13686731 0.144888358 0.1828096124
## demo$dependents -0.005560939 -0.01119991 -0.004422805 -0.0002707045
## 126 127 128 129 130
## (Intercept) 0.133533021 0.125596800 0.141010144 0.13686731 0.1310523
## demo$dependents -0.007604256 -0.002971094 -0.001018629 -0.01119991 -0.0112050
## 131 132 133 134
## (Intercept) 0.182348402 0.136876804 0.153558316 0.111959850
## demo$dependents -0.003906744 -0.002114146 -0.005994512 -0.006901458
## 135 136 137 138 139
## (Intercept) 0.110793078 0.13898327 0.130122843 0.115736993 0.161646263
## demo$dependents -0.006264905 -0.01159025 -0.009561209 -0.003912017 -0.002560103
## 140 141 142 143 144
## (Intercept) 0.12886425 0.138999883 0.18145945 0.13499747 0.1242029578
## demo$dependents -0.01080555 -0.003071926 -0.00166022 -0.01035895 -0.0008112761
## 145 146 147 148 149
## (Intercept) 0.120120265 0.123782323 0.132211402 0.278155668 0.504795328
## demo$dependents -0.000692471 -0.007186505 -0.008523805 0.002439433 0.007655406
## 150 151 152 153 154
## (Intercept) 0.131719609 0.177697985 0.13898327 0.107871773 0.119328529
## demo$dependents -0.002089227 -0.004668424 -0.01159025 -0.003102965 -0.003818351
## 155 156 157 158 159
## (Intercept) 0.116123788 0.13898327 0.13898327 0.13898327 0.115895071
## demo$dependents -0.007118633 -0.01159025 -0.01159025 -0.01159025 -0.006218117
## 160 161 162 163
## (Intercept) 0.1529614661 0.118146369 0.115556996 0.129664298
## demo$dependents -0.0008109027 -0.003400996 -0.006567962 -0.009601056
## 164 165 166 167 168
## (Intercept) 0.109978447 0.13898327 0.114023339 0.117124732 0.108230940
## demo$dependents -0.002651908 -0.01159025 -0.006463267 -0.007765048 -0.004079939
## 169 170 171 172 173
## (Intercept) 0.13686731 0.124508100 0.13489633 0.140998714 0.116828518
## demo$dependents -0.01119991 -0.008607535 -0.00710314 -0.004818102 -0.001657811
## 174 175 176 177 178
## (Intercept) 0.110298882 0.137096768 0.138965581 0.47967232 0.1703131542
## demo$dependents -0.004453234 -0.003868708 -0.006414643 0.00860667 -0.0004949912
## 179 180 181 182
## (Intercept) 0.125705705 0.115556996 0.113225871 0.157415074
## demo$dependents -0.001045117 -0.006567962 -0.006504793 -0.002654133
## 183 184 185 186
## (Intercept) 0.128661619 0.160436572 0.135446118 0.1520545139
## demo$dependents -0.009930318 -0.001341448 -0.009542403 -0.0002047761
## 187 188 189 190 191
## (Intercept) 0.109150757 0.1371743218 0.13686731 0.13898327 0.221219588
## demo$dependents -0.005498832 -0.0008455227 -0.01119991 -0.01159025 -0.001528551
## 192 193 194 195 196
## (Intercept) 0.132211402 0.13898327 0.128661619 0.120410334 0.125251936
## demo$dependents -0.008523805 -0.01159025 -0.009930318 -0.005780475 -0.008356494
## 197 198 199 200 201
## (Intercept) 0.1135506 0.148925947 0.132603762 0.13898327 0.107570279
## demo$dependents -0.0076477 -0.002179362 -0.008193132 -0.01159025 -0.003484567
## 202 203 204 205 206
## (Intercept) 0.117958858 0.109350897 0.123671833 0.135809414 0.56654065
## demo$dependents -0.008970822 -0.004776619 -0.008606853 -0.002403391 0.01005373
## 207 208 209 210
## (Intercept) 0.123956821 0.126462001 0.112983279 0.130340955
## demo$dependents -0.004358695 -0.008255139 -0.005799768 -0.002735631
## 211 212 213 214
## (Intercept) 0.118581993 0.110626428 0.135189175 0.122465304
## demo$dependents -0.007115181 -0.005315027 -0.004897122 -0.009099731
## 215 216 217 218
## (Intercept) 0.1678324198 0.1590590455 0.132603762 0.109984689
## demo$dependents -0.0006266941 -0.0002390808 -0.008193132 -0.004822765
## 219 220 221 222 223
## (Intercept) 0.132689550 0.125833157 0.150530919 0.13898327 0.13898327
## demo$dependents -0.009047516 -0.008181602 -0.002931834 -0.01159025 -0.01159025
## 224 225 226 227
## (Intercept) 0.167332166 0.1950572093 0.118146369 0.123558992
## demo$dependents -0.001395816 -0.0008089124 -0.003400996 -0.007403986
## 228 229 230 231 232
## (Intercept) 0.109350897 0.113324951 0.13499747 0.357452672 0.126723206
## demo$dependents -0.004776619 -0.006843815 -0.01035895 0.003907073 -0.009069312
## 233 234 235 236 237
## (Intercept) 0.125591703 0.132235253 0.52497450 0.107570279 0.110308084
## demo$dependents -0.002328317 -0.004479919 0.01002402 -0.003484567 -0.005674684
## 238 239 240 241
## (Intercept) 0.119801891 0.1828096124 0.2519641074 0.107570279
## demo$dependents -0.001631133 -0.0002707045 -0.0008050342 -0.003484567
## 242 243 244 245 246
## (Intercept) 0.15288233 0.116921151 0.13898327 0.153738908 0.214573620
## demo$dependents -0.00325895 -0.006198893 -0.01159025 -0.002231353 0.001412673
## 247 248 249 250
## (Intercept) 0.107731331 0.147308644 0.242756022 0.115682345
## demo$dependents -0.003866086 -0.006881915 -0.000321532 -0.006952844
## 251 252 253 254
## (Intercept) 0.136876804 0.124148103 0.1281882935 0.124508100
## demo$dependents -0.002114146 -0.006845368 -0.0007159595 -0.008607535
## 255 256 257 258 259
## (Intercept) 0.132178311 0.112865438 0.132689550 0.132689550 0.13358673
## demo$dependents -0.002776985 -0.004136117 -0.009047516 -0.009047516 -0.00966359
## 260 261 262 263 264
## (Intercept) 0.473853885 0.107570279 0.121735812 0.110147670 0.339598789
## demo$dependents 0.002858222 -0.003484567 -0.001139877 -0.001856935 0.001947189
## 265 266 267 268 269
## (Intercept) 0.474899519 0.13898327 0.1263646646 0.13499747 0.2045854485
## demo$dependents 0.006874481 -0.01159025 -0.0006746393 -0.01035895 0.0002730652
## 270 271 272 273
## (Intercept) 0.115469091 0.114891202 0.157628432 0.163505559
## demo$dependents -0.005791839 -0.005806675 -0.002642496 -0.002468039
## 274 275 276 277
## (Intercept) 0.132689550 0.228135889 0.159091985 0.107570279
## demo$dependents -0.009047516 -0.001758443 -0.002203405 -0.003484567
## 278 279 280 281 282
## (Intercept) 0.111959850 0.112725632 0.362913784 0.175639694 0.110793078
## demo$dependents -0.006901458 -0.004953789 0.003966246 -0.004010331 -0.006264905
## 283 284 285 286 287
## (Intercept) 0.11440245 0.116123788 0.122932538 0.12194849 0.120985085
## demo$dependents -0.00105589 -0.007118633 -0.009785643 -0.00136931 -0.004712092
## 288 289 290 291 292
## (Intercept) 0.132689550 0.14434526 0.128427656 0.13898327 0.117087186
## demo$dependents -0.009047516 -0.00125735 -0.006192287 -0.01159025 -0.007017656
## 293 294 295 296 297
## (Intercept) 0.13898327 0.10876823 0.123782323 0.119323040 0.122986841
## demo$dependents -0.01159025 -0.00243128 -0.007186505 -0.006208146 -0.006607146
## 298 299 300 301 302
## (Intercept) 0.540813371 0.136697353 0.13898327 0.13898327 0.123888864
## demo$dependents 0.009736134 -0.006687341 -0.01159025 -0.01159025 -0.001003815
## 303 304 305 306 307
## (Intercept) 0.107871773 0.13358673 0.117095694 0.117087186 0.111959850
## demo$dependents -0.003102965 -0.00966359 -0.003295726 -0.007017656 -0.006901458
## 308 309 310 311 312
## (Intercept) 0.280204212 0.124305662 0.268777194 0.10876823 0.19701755
## demo$dependents 0.003295334 -0.003313547 0.002156612 -0.00243128 -0.00293953
##
## $f.perms
## [,1]
## [1,] 0.2782203835
## [2,] 0.2156076554
## [3,] 1.5279034578
## [4,] 1.5616850600
## [5,] 0.2260073042
## [6,] 0.5631326937
## [7,] 0.7596250671
## [8,] 2.1911139865
## [9,] 1.1447493236
## [10,] 0.9432760220
## [11,] 0.4999349153
## [12,] 0.0904360219
## [13,] 1.1953902670
## [14,] 1.1913089232
## [15,] 0.4281576830
## [16,] 1.8979530552
## [17,] 0.6339946530
## [18,] 0.4842319784
## [19,] 1.0197236777
## [20,] 0.3215254991
## [21,] 5.7727389846
## [22,] 2.1043815692
## [23,] 0.6895226298
## [24,] 0.9130264556
## [25,] 0.3238583710
## [26,] 0.2553930376
## [27,] 0.4816842170
## [28,] 0.8050146228
## [29,] 0.1852631685
## [30,] 1.0062906770
## [31,] 0.7875091505
## [32,] 4.3459616256
## [33,] 0.0407934710
## [34,] 0.2012492860
## [35,] 1.1108720081
## [36,] 0.7473214862
## [37,] 0.4292200034
## [38,] 0.0577348450
## [39,] 0.3126645895
## [40,] 1.4102821493
## [41,] 0.6935019960
## [42,] 2.3425639413
## [43,] 0.1174601568
## [44,] 0.5231175725
## [45,] 1.6576307705
## [46,] 1.0674293683
## [47,] 17.3278827990
## [48,] -0.0048185319
## [49,] 0.6425708598
## [50,] 1.7168000190
## [51,] 3.4513115433
## [52,] 0.7124085091
## [53,] 0.5765320812
## [54,] 0.6806699736
## [55,] 0.2499794793
## [56,] 0.3160014425
## [57,] 0.7435373363
## [58,] 0.4166872349
## [59,] 0.9429507021
## [60,] 0.2330065036
## [61,] 0.5361686379
## [62,] 0.1575487472
## [63,] 0.3510517769
## [64,] 0.6554975570
## [65,] -0.0135194763
## [66,] 2.7209389928
## [67,] 0.9198922093
## [68,] 1.9399633891
## [69,] -0.0970661074
## [70,] 7.8713055003
## [71,] 0.7190555713
## [72,] 0.1630909396
## [73,] 0.4716259202
## [74,] 0.3520559695
## [75,] 0.5522868513
## [76,] 0.1773622324
## [77,] 1.6382058583
## [78,] 0.3910926165
## [79,] 0.2835626802
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## [694,] 1.5322658293
## [695,] 1.8867992350
## [696,] 0.3521490320
## [697,] 0.2018062871
## [698,] 0.3342166695
## [699,] 0.4166168000
## [700,] 0.8432952736
## [701,] 0.4872251709
## [702,] 0.1578722010
## [703,] 0.2558424344
## [704,] 0.7127165960
## [705,] 0.3403816370
## [706,] 1.6435658761
## [707,] 1.5737253668
## [708,] 1.3505753665
## [709,] 0.5411754169
## [710,] 0.5974523754
## [711,] 1.3024266947
## [712,] 1.3788077170
## [713,] 3.0469765680
## [714,] 0.0520193793
## [715,] 0.3259644136
## [716,] 0.3237803098
## [717,] 4.5256578298
## [718,] 0.1202496488
## [719,] 0.1233120341
## [720,] 0.2858785559
## [721,] 0.3661387043
## [722,] 0.7567618932
## [723,] 1.0348746090
## [724,] 0.7973929870
## [725,] 1.9047271362
## [726,] 0.9333649252
## [727,] 0.6192267238
## [728,] 0.0431290992
## [729,] 1.0433675263
## [730,] 2.7879596926
## [731,] 0.5865445867
## [732,] 2.1293626288
## [733,] 6.1984270766
## [734,] 0.6915385553
## [735,] 1.7395620593
## [736,] 0.7107559372
## [737,] 4.1764486543
## [738,] 0.2906902075
## [739,] 0.1608189680
## [740,] 1.6909218699
## [741,] 0.1535395730
## [742,] 1.5826948304
## [743,] 0.8769188301
## [744,] 0.2364985350
## [745,] 0.2908520464
## [746,] 0.2402988112
## [747,] 0.0843265530
## [748,] 0.1771300211
## [749,] 2.0062251390
## [750,] 0.3610891457
## [751,] 1.3293195883
## [752,] 1.9273998489
## [753,] 1.4869101340
## [754,] 0.3360962406
## [755,] 0.2374077259
## [756,] 0.2670281222
## [757,] 0.2605064212
## [758,] 0.3972480780
## [759,] 1.2780573465
## [760,] 0.3994913382
## [761,] 2.6373329957
## [762,] 0.1685099849
## [763,] 0.6873350989
## [764,] 1.3378138560
## [765,] 0.6778611424
## [766,] 0.7519982753
## [767,] 1.3828241295
## [768,] 0.5573175877
## [769,] 0.1052790948
## [770,] 0.3023993700
## [771,] 0.9680861803
## [772,] 0.9184361719
## [773,] 0.4049373236
## [774,] 0.3105761964
## [775,] 0.2982844969
## [776,] 0.7149081098
## [777,] 0.1255590504
## [778,] 0.2949015906
## [779,] 0.6551236604
## [780,] 0.1427783280
## [781,] 0.3259955546
## [782,] 0.1137713171
## [783,] 1.6205546451
## [784,] 7.2591679662
## [785,] 0.2752213324
## [786,] 0.1794154270
## [787,] 2.1236300561
## [788,] 0.2167950013
## [789,] 0.3069640204
## [790,] 0.0189391166
## [791,] 1.2257047949
## [792,] 0.2288338454
## [793,] -0.0421163390
## [794,] 0.2051097420
## [795,] 0.7881375296
## [796,] 0.2648850276
## [797,] 0.1836285866
## [798,] 2.2126911626
## [799,] 0.5644544433
## [800,] 0.2122758686
## [801,] 0.1572685626
## [802,] 0.2904185836
## [803,] 0.5278988050
## [804,] 1.2132536716
## [805,] 0.0786045313
## [806,] 0.7900720105
## [807,] 0.9381031942
## [808,] 0.1902738606
## [809,] 0.5862690906
## [810,] 0.0296406166
## [811,] 1.5798545826
## [812,] 5.6630210439
## [813,] 0.6914387799
## [814,] 1.4185193856
## [815,] 0.6253304844
## [816,] 1.4844100111
## [817,] 2.9243926875
## [818,] 1.8974994736
## [819,] 5.0926661539
## [820,] 1.4528640399
## [821,] 0.1463891957
## [822,] 0.1479034600
## [823,] 1.0925782748
## [824,] 1.1597069589
## [825,] 0.2567152620
## [826,] 1.4475768540
## [827,] 1.0030876832
## [828,] 0.4825842847
## [829,] 0.8911764598
## [830,] 0.5751623296
## [831,] 3.3719801991
## [832,] 0.8725890327
## [833,] 2.4066416585
## [834,] 0.1128262590
## [835,] 0.3707193914
## [836,] 0.1243687984
## [837,] 0.6571617579
## [838,] 1.5143219714
## [839,] 1.4497679046
## [840,] 0.2344306429
## [841,] 0.3802539694
## [842,] 0.7019585844
## [843,] 1.1083648160
## [844,] 0.7003141934
## [845,] 0.2807313956
## [846,] 0.3096237555
## [847,] 0.5358862282
## [848,] 2.0221673531
## [849,] 0.1396423617
## [850,] 0.3342238932
## [851,] 0.1618851368
## [852,] 0.1059300990
## [853,] 0.1798487377
## [854,] 4.2858122883
## [855,] 1.8120679755
## [856,] 0.7458054031
## [857,] 0.5976916772
## [858,] 0.3444652364
## [859,] 0.3379361030
## [860,] 0.4893360121
## [861,] 0.7261625556
## [862,] 0.4303008324
## [863,] 0.0473959762
## [864,] 1.8018443366
## [865,] 0.9825242253
## [866,] 0.2095489903
## [867,] 1.2797748110
## [868,] 1.9258870960
## [869,] 0.8497737962
## [870,] 1.5256343900
## [871,] 1.8467515620
## [872,] 1.1700170744
## [873,] 0.2865152333
## [874,] 0.6221395625
## [875,] 0.9716569343
## [876,] 0.4723522235
## [877,] 0.5082546511
## [878,] 5.0728245844
## [879,] 1.5482125875
## [880,] 0.1445625541
## [881,] 0.8421407490
## [882,] 2.3533979896
## [883,] 3.4429748463
## [884,] 0.4316045192
## [885,] 1.1527189512
## [886,] 0.5246669981
## [887,] 2.0928233469
## [888,] 0.3784477883
## [889,] 1.0486315567
## [890,] 0.6084091522
## [891,] 1.7018530559
## [892,] 1.0048832584
## [893,] 0.2398208511
## [894,] 0.6492487301
## [895,] 0.0270651362
## [896,] 0.2816136471
## [897,] 1.6666279233
## [898,] 0.4881281771
## [899,] 0.9198077362
## [900,] 1.0621664191
## [901,] 1.6964842535
## [902,] 0.3376065653
## [903,] 1.1056448204
## [904,] 1.7331355997
## [905,] 3.4825603921
## [906,] 0.3094258438
## [907,] 0.9713571978
## [908,] 1.4814304324
## [909,] 0.9672172279
## [910,] 0.4124204628
## [911,] 0.5186185112
## [912,] 1.3012797828
## [913,] 0.4966673987
## [914,] 1.0398270836
## [915,] 2.2506080174
## [916,] 0.1034897392
## [917,] 0.9008278097
## [918,] 1.6503189729
## [919,] 0.7034864028
## [920,] 0.7596182507
## [921,] 2.1148673634
## [922,] 0.6054525551
## [923,] 0.6077772430
## [924,] 0.4092400233
## [925,] 0.3804568953
## [926,] 0.1286286167
## [927,] 0.2005226928
## [928,] 0.1278132684
## [929,] 0.5186080873
## [930,] 0.8824505745
## [931,] 2.8548148185
## [932,] 0.7304003779
## [933,] 0.3091873282
## [934,] 1.6981134155
## [935,] 0.0626923872
## [936,] 0.3550339761
## [937,] 0.2715046560
## [938,] 2.1331861427
## [939,] 1.4188302525
## [940,] 0.6744562978
## [941,] 0.0776558117
## [942,] 2.0291550988
## [943,] 0.2068027608
## [944,] -0.0129018164
## [945,] 1.7671610939
## [946,] 0.5889886859
## [947,] 2.5705221584
## [948,] 0.4202324309
## [949,] 1.4582826128
## [950,] 1.0177632556
## [951,] 1.2873045124
## [952,] 0.4363196159
## [953,] 0.0728429110
## [954,] 0.2727744400
## [955,] 0.5751400520
## [956,] 0.0620967574
## [957,] 0.7651017776
## [958,] 0.1216631112
## [959,] 0.1798424880
## [960,] 0.4578887691
## [961,] 0.3557569829
## [962,] 0.8714175957
## [963,] 0.5400797531
## [964,] 0.5167465624
## [965,] 0.3620741289
## [966,] 2.3478531799
## [967,] 0.4250051465
## [968,] 1.2961214981
## [969,] 0.0771187526
## [970,] 5.5932058529
## [971,] 0.6483414818
## [972,] 2.0670235282
## [973,] 0.8297099721
## [974,] 2.0982710425
## [975,] 1.8709108919
## [976,] 1.2084687292
## [977,] 2.1639880512
## [978,] 0.7197576430
## [979,] 0.1428148398
## [980,] 1.5266435346
## [981,] 0.3054359786
## [982,] 0.5631386734
## [983,] 1.3907336912
## [984,] 0.1914181401
## [985,] 0.9616791763
## [986,] 0.1350685701
## [987,] 0.2616182042
## [988,] 1.1858428205
## [989,] 0.5226002239
## [990,] 0.0774590393
## [991,] 0.0697207683
## [992,] 0.4650479548
## [993,] 0.5533036803
## [994,] 1.5195774990
## [995,] 0.1405479815
## [996,] 3.2616868722
## [997,] 0.5574813182
## [998,] 0.4643106502
## [999,] 0.5280367641
##
## $model.matrix
## (Intercept) demo$dependents
## 1 1 0
## 2 1 0
## 3 1 0
## 4 1 0
## 5 1 0
## 6 1 0
## 7 1 0
## 8 1 0
## 9 1 0
## 10 1 0
## 11 1 0
## 12 1 0
## 13 1 0
## 14 1 0
## 15 1 0
## 16 1 0
## 17 1 0
## 18 1 0
## 19 1 0
## 20 1 1
## 21 1 0
## 22 1 0
## 23 1 0
## 24 1 0
## 25 1 0
## 26 1 0
## 27 1 0
## 28 1 0
## 29 1 5
## 30 1 0
## 31 1 4
## 32 1 0
## 33 1 0
## 34 1 0
## 35 1 0
## 36 1 0
## 37 1 0
## 38 1 4
## 39 1 0
## 40 1 0
## 41 1 0
## 42 1 0
## 43 1 0
## 44 1 0
## 45 1 0
## 46 1 0
## 47 1 0
## 48 1 0
## 49 1 0
## 50 1 0
## 51 1 0
## 52 1 1
## 53 1 0
## 54 1 0
## 55 1 0
## 56 1 0
## 57 1 1
## 58 1 0
## 59 1 0
## 60 1 0
## 61 1 0
## 62 1 0
## 63 1 0
## 64 1 0
## 65 1 0
## 66 1 0
## 67 1 0
## 68 1 0
## 69 1 0
## 70 1 4
## 71 1 0
## 72 1 0
## 73 1 1
## 74 1 0
## 75 1 0
## 76 1 0
## 77 1 0
## 78 1 0
## 79 1 0
## 80 1 1
## 81 1 1
## 82 1 0
## 83 1 0
## 84 1 0
## 85 1 0
## 86 1 0
## 87 1 0
## 88 1 0
## 89 1 0
## 90 1 0
## 91 1 0
## 92 1 0
## 93 1 0
## 94 1 0
## 95 1 0
## 96 1 0
## 97 1 0
## 98 1 3
## 99 1 0
## 100 1 0
## 101 1 1
## 102 1 0
## 103 1 0
## 104 1 0
## 105 1 0
## 106 1 0
## 107 1 0
## 108 1 0
## 109 1 0
## 110 1 0
## 111 1 0
## 112 1 0
## 113 1 0
## 114 1 0
## 115 1 0
## 116 1 0
## 117 1 0
## 118 1 0
## 119 1 0
## 120 1 0
## 121 1 0
## 122 1 0
## 123 1 0
## 124 1 0
## 125 1 0
## 126 1 0
## 127 1 0
## 128 1 0
## 129 1 0
## 130 1 0
## 131 1 3
## 132 1 0
## 133 1 0
## 134 1 0
## 135 1 0
## 136 1 0
## 137 1 0
## 138 1 0
## 139 1 1
## 140 1 1
## 141 1 0
## 142 1 0
## 143 1 0
## 144 1 0
## 145 1 0
## 146 1 0
## 147 1 0
## 148 1 0
## 149 1 0
## 150 1 0
## 151 1 0
## 152 1 0
## 153 1 0
## 154 1 0
## 155 1 0
## 156 1 0
## 157 1 0
## 158 1 0
## 159 1 0
## 160 1 0
## 161 1 0
## 162 1 0
## 163 1 0
## 164 1 0
## 165 1 0
## 166 1 0
## 167 1 0
## 168 1 0
## 169 1 4
## 170 1 0
## 171 1 0
## 172 1 0
## 173 1 0
## 174 1 0
## 175 1 0
## 176 1 0
## 177 1 0
## 178 1 0
## 179 1 0
## 180 1 0
## 181 1 0
## 182 1 0
## 183 1 0
## 184 1 0
## 185 1 0
## 186 1 0
## 187 1 0
## 188 1 0
## 189 1 0
## 190 1 0
## 191 1 0
## 192 1 0
## 193 1 0
## 194 1 0
## 195 1 0
## 196 1 0
## 197 1 0
## 198 1 0
## 199 1 0
## 200 1 0
## 201 1 0
## 202 1 3
## 203 1 0
## 204 1 0
## 205 1 0
## 206 1 0
## 207 1 0
## 208 1 0
## 209 1 0
## 210 1 0
## 211 1 0
## 212 1 0
## 213 1 0
## 214 1 0
## 215 1 0
## 216 1 0
## 217 1 0
## 218 1 0
## 219 1 0
## 220 1 0
## 221 1 0
## 222 1 0
## 223 1 0
## 224 1 0
## 225 1 0
## 226 1 0
## 227 1 0
## 228 1 0
## 229 1 0
## 230 1 0
## 231 1 0
## 232 1 0
## 233 1 0
## 234 1 0
## 235 1 0
## 236 1 0
## 237 1 0
## 238 1 0
## 239 1 0
## 240 1 0
## 241 1 0
## 242 1 0
## 243 1 0
## 244 1 0
## 245 1 0
## 246 1 0
## 247 1 0
## 248 1 0
## 249 1 0
## 250 1 0
## 251 1 0
## 252 1 0
## 253 1 0
## 254 1 0
## 255 1 0
## 256 1 0
## 257 1 0
## 258 1 0
## 259 1 0
## 260 1 0
## 261 1 0
## 262 1 0
## 263 1 0
## 264 1 0
## 265 1 0
## 266 1 0
## 267 1 0
## 268 1 0
## 269 1 0
## 270 1 0
## 271 1 0
## 272 1 0
## 273 1 0
## 274 1 0
## 275 1 0
## 276 1 0
## 277 1 0
## 278 1 0
## 279 1 0
## 280 1 0
## 281 1 0
## 282 1 0
## 283 1 0
## 284 1 0
## 285 1 0
## 286 1 0
## 287 1 0
## 288 1 1
## 289 1 0
## 290 1 0
## 291 1 0
## 292 1 0
## 293 1 0
## 294 1 0
## 295 1 0
## 296 1 0
## 297 1 4
## 298 1 0
## 299 1 0
## 300 1 1
## 301 1 0
## 302 1 0
## 303 1 0
## 304 1 0
## 305 1 0
## 306 1 0
## 307 1 2
## 308 1 0
## 309 1 0
## 310 1 0
## 311 1 0
## 312 1 0
##
## $terms
## se ~ demo$dependents
## attr(,"variables")
## list(se, demo$dependents)
## attr(,"factors")
## demo$dependents
## se 0
## demo$dependents 1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to number of dependents.
Now, Grade Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$dependents 1 0.0035 0.0035482 0.15971 0.00051 0.885
## Residuals 310 6.8873 0.0222172 0.99949
## Total 311 6.8909 1.00000
##
## $call
## adonis(formula = gm ~ demo$dependents)
##
## $coefficients
## gm1 gm2 gm3 gm4 gm5
## (Intercept) 4.55375100 4.49987401 4.50983851 4.56156225 3.87715038
## demo$dependents 0.04744016 0.06466613 0.04107204 0.03813996 -0.03555148
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.077570282 0.108154986 0.072640427 0.072640427 0.080055784
## demo$dependents -0.003540469 0.002167217 -0.003869879 -0.003869879 -0.006200771
## 6 7 8 9
## (Intercept) 0.0983789589 9.549696e-02 0.077570282 0.072640427
## demo$dependents 0.0003649153 7.051744e-05 -0.003540469 -0.003869879
## 10 11 12 13
## (Intercept) 0.077570282 0.077570282 0.077570282 0.072640427
## demo$dependents -0.003540469 -0.003540469 -0.003540469 -0.003869879
## 14 15 16 17 18
## (Intercept) 0.077570282 0.077570282 0.129218482 0.077570282 0.120192882
## demo$dependents -0.003540469 -0.003540469 0.001457863 -0.003540469 0.003819781
## 19 20 21 22
## (Intercept) 0.080055784 0.1167548717 0.077570282 0.077570282
## demo$dependents -0.006200771 -0.0001812513 -0.003540469 -0.003540469
## 23 24 25 26 27
## (Intercept) 0.0935995735 0.253336474 0.072640427 0.607647349 0.110922765
## demo$dependents 0.0001137917 0.003402061 -0.003869879 0.002066455 -0.003604415
## 28 29 30 31 32
## (Intercept) 0.111671810 0.077570282 0.08917775 0.080055784 0.422976882
## demo$dependents 0.001854736 -0.003540469 -0.00166080 -0.006200771 0.002700345
## 33 34 35 36
## (Intercept) 0.080055784 0.072640427 0.080055784 0.077570282
## demo$dependents -0.006200771 -0.003869879 -0.006200771 -0.003540469
## 37 38 39 40 41
## (Intercept) 0.080055784 0.080055784 0.607647349 0.077570282 0.080055784
## demo$dependents -0.006200771 -0.006200771 0.002066455 -0.003540469 -0.006200771
## 42 43 44 45 46
## (Intercept) 0.077570282 0.072640427 0.072640427 0.077570282 0.224063429
## demo$dependents -0.003540469 -0.003869879 -0.003869879 -0.003540469 0.003614623
## 47 48 49 50 51
## (Intercept) 0.124695586 0.384656552 0.080055784 0.083279288 0.467111518
## demo$dependents 0.003992672 0.003074691 -0.006200771 -0.002466146 0.001139413
## 52 53 54 55
## (Intercept) 0.129218482 0.077570282 0.5565250018 0.080055784
## demo$dependents 0.001457863 -0.003540469 -0.0001436191 -0.006200771
## 56 57 58 59 60
## (Intercept) 0.090307584 0.096238348 0.080055784 0.080055784 0.389900545
## demo$dependents -0.003705601 -0.001039113 -0.006200771 -0.006200771 0.001398041
## 61 62 63 64 65
## (Intercept) 0.077570282 0.083279288 0.152166960 0.072640427 0.083279288
## demo$dependents -0.003540469 -0.002466146 0.001679442 -0.003869879 -0.002466146
## 66 67 68 69
## (Intercept) 0.082554024 0.077570282 0.083279288 0.077570282
## demo$dependents -0.001379889 -0.003540469 -0.002466146 -0.003540469
## 70 71 72 73 74
## (Intercept) 0.080055784 0.072640427 0.108913238 0.077570282 0.080055784
## demo$dependents -0.006200771 -0.003869879 0.001033187 -0.003540469 -0.006200771
## 75 76 77 78
## (Intercept) 0.077570282 0.077570282 0.080055784 0.080055784
## demo$dependents -0.003540469 -0.003540469 -0.006200771 -0.006200771
## 79 80 81 82
## (Intercept) 0.110051496 0.080055784 0.080055784 0.115356656
## demo$dependents -0.004217441 -0.006200771 -0.006200771 -0.000354977
## 83 84 85 86
## (Intercept) 0.082554024 0.102849826 0.077570282 0.072640427
## demo$dependents -0.001379889 -0.001695247 -0.003540469 -0.003869879
## 87 88 89 90 91
## (Intercept) 0.090307584 0.607647349 0.072640427 0.163331422 0.072640427
## demo$dependents -0.003705601 0.002066455 -0.003869879 0.005140566 -0.003869879
## 92 93 94 95 96
## (Intercept) 0.077570282 0.072640427 0.120192882 0.166572345 0.077570282
## demo$dependents -0.003540469 -0.003869879 0.003819781 0.005468541 -0.003540469
## 97 98 99 100
## (Intercept) 0.077570282 0.5565250018 0.072640427 0.08917775
## demo$dependents -0.003540469 -0.0001436191 -0.003869879 -0.00166080
## 101 102 103 104 105
## (Intercept) 0.077570282 0.087420441 0.152183257 0.198319556 0.072640427
## demo$dependents -0.003540469 -0.001098939 0.001674232 0.003137771 -0.003869879
## 106 107 108 109 110
## (Intercept) 0.120192882 0.0935995735 0.096238348 0.072640427 0.077570282
## demo$dependents 0.003819781 0.0001137917 -0.001039113 -0.003869879 -0.003540469
## 111 112 113 114 115
## (Intercept) 0.087420441 0.077570282 0.08917775 0.077570282 0.077570282
## demo$dependents -0.001098939 -0.003540469 -0.00166080 -0.003540469 -0.003540469
## 116 117 118 119
## (Intercept) 0.080055784 0.1009592423 0.080055784 0.080055784
## demo$dependents -0.006200771 -0.0007624165 -0.006200771 -0.006200771
## 120 121 122 123
## (Intercept) 0.090307584 0.077570282 0.077570282 0.077570282
## demo$dependents -0.003705601 -0.003540469 -0.003540469 -0.003540469
## 124 125 126 127
## (Intercept) 0.122949934 0.096238348 0.077570282 0.080055784
## demo$dependents -0.005266144 -0.001039113 -0.003540469 -0.006200771
## 128 129 130 131
## (Intercept) 0.104428078 0.077570282 0.072640427 0.088130266
## demo$dependents -0.003407859 -0.003540469 -0.003869879 -0.002162786
## 132 133 134 135
## (Intercept) 0.080055784 0.100015769 0.072640427 0.080055784
## demo$dependents -0.006200771 -0.006153799 -0.003869879 -0.006200771
## 136 137 138 139
## (Intercept) 0.080055784 0.082554024 0.077570282 0.077570282
## demo$dependents -0.006200771 -0.001379889 -0.003540469 -0.003540469
## 140 141 142 143
## (Intercept) 0.080055784 0.072640427 0.077570282 0.077570282
## demo$dependents -0.006200771 -0.003869879 -0.003540469 -0.003540469
## 144 145 146 147
## (Intercept) 0.072640427 0.080055784 0.072640427 0.077570282
## demo$dependents -0.003869879 -0.006200771 -0.003869879 -0.003540469
## 148 149 150 151 152
## (Intercept) 0.1588790615 0.607647349 0.129218482 0.072640427 0.077570282
## demo$dependents 0.0005992849 0.002066455 0.001457863 -0.003869879 -0.003540469
## 153 154 155 156
## (Intercept) 0.077570282 0.072640427 0.077570282 0.077570282
## demo$dependents -0.003540469 -0.003869879 -0.003540469 -0.003540469
## 157 158 159 160 161
## (Intercept) 0.077570282 0.077570282 0.15037238 0.191670637 0.077570282
## demo$dependents -0.003540469 -0.003540469 0.00225322 0.005394213 -0.003540469
## 162 163 164 165
## (Intercept) 0.077570282 0.080055784 0.072640427 0.077570282
## demo$dependents -0.003540469 -0.006200771 -0.003869879 -0.003540469
## 166 167 168 169
## (Intercept) 0.100015769 0.072640427 0.077570282 0.077570282
## demo$dependents -0.006153799 -0.003869879 -0.003540469 -0.003540469
## 170 171 172 173 174
## (Intercept) 0.072640427 0.077570282 0.108913238 0.080055784 0.077570282
## demo$dependents -0.003869879 -0.003540469 0.001033187 -0.006200771 -0.003540469
## 175 176 177 178 179
## (Intercept) 0.0994500777 0.072640427 5.121854e-01 0.15037238 0.110870269
## demo$dependents 0.0008768187 -0.003869879 -2.495718e-06 0.00225322 0.002420226
## 180 181 182 183 184
## (Intercept) 0.072640427 0.080055784 0.163955013 0.072640427 0.080055784
## demo$dependents -0.003869879 -0.006200771 0.004941187 -0.003869879 -0.006200771
## 185 186 187 188 189
## (Intercept) 0.077570282 0.072640427 0.080055784 0.385792826 0.077570282
## demo$dependents -0.003540469 -0.003869879 -0.006200771 0.005262413 -0.003540469
## 190 191 192 193
## (Intercept) 0.077570282 0.080055784 0.077570282 0.077570282
## demo$dependents -0.003540469 -0.006200771 -0.003540469 -0.003540469
## 194 195 196 197
## (Intercept) 0.077570282 0.072640427 0.077570282 0.072640427
## demo$dependents -0.003540469 -0.003869879 -0.003540469 -0.003869879
## 198 199 200 201 202
## (Intercept) 0.104428078 0.077570282 0.077570282 0.08917775 0.080055784
## demo$dependents -0.003407859 -0.003540469 -0.003540469 -0.00166080 -0.006200771
## 203 204 205 206
## (Intercept) 0.072640427 0.077570282 0.112802750 0.607647349
## demo$dependents -0.003869879 -0.003540469 -0.004205499 0.002066455
## 207 208 209 210
## (Intercept) 0.0973341910 0.077570282 0.077570282 0.108154986
## demo$dependents -0.0005168973 -0.003540469 -0.003540469 0.002167217
## 211 212 213 214
## (Intercept) 0.072640427 0.080055784 0.077570282 0.077570282
## demo$dependents -0.003869879 -0.006200771 -0.003540469 -0.003540469
## 215 216 217 218 219
## (Intercept) 0.102849826 0.08917775 0.077570282 0.077570282 0.072640427
## demo$dependents -0.001695247 -0.00166080 -0.003540469 -0.003540469 -0.003869879
## 220 221 222 223
## (Intercept) 0.072640427 0.1156059956 0.077570282 0.072640427
## demo$dependents -0.003869879 -0.0007253704 -0.003540469 -0.003869879
## 224 225 226 227
## (Intercept) 0.080055784 0.091048975 0.077570282 0.077570282
## demo$dependents -0.006200771 -0.004815231 -0.003540469 -0.003540469
## 228 229 230 231 232
## (Intercept) 0.077570282 0.077570282 0.083279288 0.08917775 0.072640427
## demo$dependents -0.003540469 -0.003540469 -0.002466146 -0.00166080 -0.003869879
## 233 234 235 236 237
## (Intercept) 0.080055784 0.197670422 0.607647349 0.129218482 0.085134307
## demo$dependents -0.006200771 0.003345317 0.002066455 0.001457863 -0.002507221
## 238 239 240 241
## (Intercept) 0.1167548717 0.087420441 0.087420441 0.120192882
## demo$dependents -0.0001812513 -0.001098939 -0.001098939 0.003819781
## 242 243 244 245
## (Intercept) 0.072640427 0.077570282 0.077570282 0.072640427
## demo$dependents -0.003869879 -0.003540469 -0.003540469 -0.003869879
## 246 247 248 249 250
## (Intercept) 0.080055784 0.077570282 0.082554024 0.129218482 0.080055784
## demo$dependents -0.006200771 -0.003540469 -0.001379889 0.001457863 -0.006200771
## 251 252 253 254 255
## (Intercept) 0.107033252 0.128065518 0.1156059956 0.077570282 0.129218482
## demo$dependents 0.001634271 -0.001766016 -0.0007253704 -0.003540469 0.001457863
## 256 257 258 259 260
## (Intercept) 0.120192882 0.077570282 0.077570282 0.129218482 0.607647349
## demo$dependents 0.003819781 -0.003540469 -0.003540469 0.001457863 0.002066455
## 261 262 263 264 265
## (Intercept) 0.080055784 0.140686225 0.106213253 0.607647349 5.121854e-01
## demo$dependents -0.006200771 0.004653044 0.002212854 0.002066455 -2.495718e-06
## 266 267 268 269 270
## (Intercept) 0.072640427 0.0983789589 0.077570282 0.080055784 0.173164956
## demo$dependents -0.003869879 0.0003649153 -0.003540469 -0.006200771 0.002881954
## 271 272 273 274
## (Intercept) 0.080055784 0.1371646669 0.080055784 0.080055784
## demo$dependents -0.006200771 -0.0003758588 -0.006200771 -0.006200771
## 275 276 277 278 279
## (Intercept) 0.120192882 0.084350407 0.082554024 0.080055784 0.080055784
## demo$dependents 0.003819781 -0.001954243 -0.001379889 -0.006200771 -0.006200771
## 280 281 282 283 284
## (Intercept) 0.315294502 0.077570282 0.077570282 0.077570282 0.077570282
## demo$dependents 0.003333868 -0.003540469 -0.003540469 -0.003540469 -0.003540469
## 285 286 287 288
## (Intercept) 0.072640427 0.077570282 0.082554024 0.077570282
## demo$dependents -0.003869879 -0.003540469 -0.001379889 -0.003540469
## 289 290 291 292 293
## (Intercept) 0.0946954163 0.0946954163 0.077570282 0.072640427 0.14955226
## demo$dependents 0.0006360071 0.0006360071 -0.003540469 -0.003869879 -0.00166513
## 294 295 296 297 298
## (Intercept) 0.077570282 0.080055784 0.080055784 0.072640427 0.607647349
## demo$dependents -0.003540469 -0.006200771 -0.006200771 -0.003869879 0.002066455
## 299 300 301 302
## (Intercept) 0.077570282 0.080055784 0.072640427 0.080055784
## demo$dependents -0.003540469 -0.006200771 -0.003869879 -0.006200771
## 303 304 305 306 307
## (Intercept) 0.101726623 0.284712097 0.072640427 0.083279288 0.072640427
## demo$dependents -0.001828873 0.005136495 -0.003869879 -0.002466146 -0.003869879
## 308 309 310 311 312
## (Intercept) 0.157068183 0.148757873 0.607647349 0.077570282 0.100015769
## demo$dependents 0.001178273 -0.000478942 0.002066455 -0.003540469 -0.006153799
##
## $f.perms
## [,1]
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## [949,] 0.4033898731
## [950,] 0.4897166898
## [951,] 0.4303195328
## [952,] 0.3274468433
## [953,] 1.3164157080
## [954,] 0.8852017810
## [955,] 0.2141585547
## [956,] 0.5097726295
## [957,] 0.2169656011
## [958,] 0.2559979180
## [959,] 1.6454334463
## [960,] 0.4679252827
## [961,] 0.0329503177
## [962,] 1.0402423479
## [963,] 0.4655594953
## [964,] 0.5020364615
## [965,] 1.0103597543
## [966,] 0.5663974929
## [967,] 0.2844667592
## [968,] 1.1062696432
## [969,] -0.0869197100
## [970,] 12.0779079467
## [971,] 0.0151329798
## [972,] 1.2604908123
## [973,] 1.1033090670
## [974,] 1.2768122374
## [975,] 0.4347785804
## [976,] 0.3141148003
## [977,] 0.1723766883
## [978,] 0.2933922791
## [979,] 1.0310362661
## [980,] 0.5774099898
## [981,] 0.5306475181
## [982,] 0.1106970751
## [983,] 0.4254299276
## [984,] 0.2879810087
## [985,] 3.9444142959
## [986,] 0.6234317383
## [987,] 0.2702121885
## [988,] 0.2469732798
## [989,] 0.6175154564
## [990,] 0.2223672105
## [991,] 0.1529489226
## [992,] 0.1414807401
## [993,] 1.2501111007
## [994,] 1.1166658429
## [995,] 0.2130618774
## [996,] 0.5759691774
## [997,] 0.7490175066
## [998,] 0.4002561556
## [999,] 0.8702495220
##
## $model.matrix
## (Intercept) demo$dependents
## 1 1 0
## 2 1 0
## 3 1 0
## 4 1 0
## 5 1 0
## 6 1 0
## 7 1 0
## 8 1 0
## 9 1 0
## 10 1 0
## 11 1 0
## 12 1 0
## 13 1 0
## 14 1 0
## 15 1 0
## 16 1 0
## 17 1 0
## 18 1 0
## 19 1 0
## 20 1 1
## 21 1 0
## 22 1 0
## 23 1 0
## 24 1 0
## 25 1 0
## 26 1 0
## 27 1 0
## 28 1 0
## 29 1 5
## 30 1 0
## 31 1 4
## 32 1 0
## 33 1 0
## 34 1 0
## 35 1 0
## 36 1 0
## 37 1 0
## 38 1 4
## 39 1 0
## 40 1 0
## 41 1 0
## 42 1 0
## 43 1 0
## 44 1 0
## 45 1 0
## 46 1 0
## 47 1 0
## 48 1 0
## 49 1 0
## 50 1 0
## 51 1 0
## 52 1 1
## 53 1 0
## 54 1 0
## 55 1 0
## 56 1 0
## 57 1 1
## 58 1 0
## 59 1 0
## 60 1 0
## 61 1 0
## 62 1 0
## 63 1 0
## 64 1 0
## 65 1 0
## 66 1 0
## 67 1 0
## 68 1 0
## 69 1 0
## 70 1 4
## 71 1 0
## 72 1 0
## 73 1 1
## 74 1 0
## 75 1 0
## 76 1 0
## 77 1 0
## 78 1 0
## 79 1 0
## 80 1 1
## 81 1 1
## 82 1 0
## 83 1 0
## 84 1 0
## 85 1 0
## 86 1 0
## 87 1 0
## 88 1 0
## 89 1 0
## 90 1 0
## 91 1 0
## 92 1 0
## 93 1 0
## 94 1 0
## 95 1 0
## 96 1 0
## 97 1 0
## 98 1 3
## 99 1 0
## 100 1 0
## 101 1 1
## 102 1 0
## 103 1 0
## 104 1 0
## 105 1 0
## 106 1 0
## 107 1 0
## 108 1 0
## 109 1 0
## 110 1 0
## 111 1 0
## 112 1 0
## 113 1 0
## 114 1 0
## 115 1 0
## 116 1 0
## 117 1 0
## 118 1 0
## 119 1 0
## 120 1 0
## 121 1 0
## 122 1 0
## 123 1 0
## 124 1 0
## 125 1 0
## 126 1 0
## 127 1 0
## 128 1 0
## 129 1 0
## 130 1 0
## 131 1 3
## 132 1 0
## 133 1 0
## 134 1 0
## 135 1 0
## 136 1 0
## 137 1 0
## 138 1 0
## 139 1 1
## 140 1 1
## 141 1 0
## 142 1 0
## 143 1 0
## 144 1 0
## 145 1 0
## 146 1 0
## 147 1 0
## 148 1 0
## 149 1 0
## 150 1 0
## 151 1 0
## 152 1 0
## 153 1 0
## 154 1 0
## 155 1 0
## 156 1 0
## 157 1 0
## 158 1 0
## 159 1 0
## 160 1 0
## 161 1 0
## 162 1 0
## 163 1 0
## 164 1 0
## 165 1 0
## 166 1 0
## 167 1 0
## 168 1 0
## 169 1 4
## 170 1 0
## 171 1 0
## 172 1 0
## 173 1 0
## 174 1 0
## 175 1 0
## 176 1 0
## 177 1 0
## 178 1 0
## 179 1 0
## 180 1 0
## 181 1 0
## 182 1 0
## 183 1 0
## 184 1 0
## 185 1 0
## 186 1 0
## 187 1 0
## 188 1 0
## 189 1 0
## 190 1 0
## 191 1 0
## 192 1 0
## 193 1 0
## 194 1 0
## 195 1 0
## 196 1 0
## 197 1 0
## 198 1 0
## 199 1 0
## 200 1 0
## 201 1 0
## 202 1 3
## 203 1 0
## 204 1 0
## 205 1 0
## 206 1 0
## 207 1 0
## 208 1 0
## 209 1 0
## 210 1 0
## 211 1 0
## 212 1 0
## 213 1 0
## 214 1 0
## 215 1 0
## 216 1 0
## 217 1 0
## 218 1 0
## 219 1 0
## 220 1 0
## 221 1 0
## 222 1 0
## 223 1 0
## 224 1 0
## 225 1 0
## 226 1 0
## 227 1 0
## 228 1 0
## 229 1 0
## 230 1 0
## 231 1 0
## 232 1 0
## 233 1 0
## 234 1 0
## 235 1 0
## 236 1 0
## 237 1 0
## 238 1 0
## 239 1 0
## 240 1 0
## 241 1 0
## 242 1 0
## 243 1 0
## 244 1 0
## 245 1 0
## 246 1 0
## 247 1 0
## 248 1 0
## 249 1 0
## 250 1 0
## 251 1 0
## 252 1 0
## 253 1 0
## 254 1 0
## 255 1 0
## 256 1 0
## 257 1 0
## 258 1 0
## 259 1 0
## 260 1 0
## 261 1 0
## 262 1 0
## 263 1 0
## 264 1 0
## 265 1 0
## 266 1 0
## 267 1 0
## 268 1 0
## 269 1 0
## 270 1 0
## 271 1 0
## 272 1 0
## 273 1 0
## 274 1 0
## 275 1 0
## 276 1 0
## 277 1 0
## 278 1 0
## 279 1 0
## 280 1 0
## 281 1 0
## 282 1 0
## 283 1 0
## 284 1 0
## 285 1 0
## 286 1 0
## 287 1 0
## 288 1 1
## 289 1 0
## 290 1 0
## 291 1 0
## 292 1 0
## 293 1 0
## 294 1 0
## 295 1 0
## 296 1 0
## 297 1 4
## 298 1 0
## 299 1 0
## 300 1 1
## 301 1 0
## 302 1 0
## 303 1 0
## 304 1 0
## 305 1 0
## 306 1 0
## 307 1 2
## 308 1 0
## 309 1 0
## 310 1 0
## 311 1 0
## 312 1 0
##
## $terms
## gm ~ demo$dependents
## attr(,"variables")
## list(gm, demo$dependents)
## attr(,"factors")
## demo$dependents
## gm 0
## demo$dependents 1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to number of dependents.
Now, Competency in Science:
And an Adonis
test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$dependents 1 0.0445 0.044464 1.3359 0.00429 0.26
## Residuals 310 10.3178 0.033283 0.99571
## Total 311 10.3623 1.00000
##
## $call
## adonis(formula = sci_comp ~ demo$dependents)
##
## $coefficients
## sci_comp1 sci_comp2 sci_comp3 sci_comp4 sci_competancy_ave
## (Intercept) 3.05900813 2.92147520 2.86260451 3.4041232 3.06180277
## demo$dependents 0.07637155 0.03190929 -0.02409804 0.2109266 0.07377735
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.18745343 0.16456445 0.19983594 0.359094650 0.2402555954
## demo$dependents -0.01985938 -0.01200429 -0.01668474 0.006992483 0.0001790431
## 6 7 8 9 10
## (Intercept) 0.17301038 0.267220312 0.20580493 0.26579001 0.181871066
## demo$dependents -0.01522653 0.002194296 -0.01205618 -0.00284471 -0.008927346
## 11 12 13 14 15
## (Intercept) 0.196678920 0.341631257 0.17872414 0.17872414 0.17484725
## demo$dependents -0.008602252 0.009548266 -0.01782638 -0.01782638 -0.01909923
## 16 17 18 19 20
## (Intercept) 0.22337088 0.47268403 0.16172996 0.18642713 0.17301038
## demo$dependents -0.01444067 0.01615123 -0.01939434 -0.02178972 -0.01522653
## 21 22 23 24 25
## (Intercept) 0.21026931 0.17059392 0.16762597 0.16914289 0.1794673
## demo$dependents -0.01282907 -0.01989117 -0.01423796 -0.01965276 -0.0188981
## 26 27 28 29 30
## (Intercept) 0.25958742 0.1661145 0.193926176 0.18642713 0.19728845
## demo$dependents -0.01483865 -0.0159143 -0.007086563 -0.02178972 -0.01356903
## 31 32 33 34 35
## (Intercept) 0.17766787 0.17872414 0.225929526 0.198742659 0.22281700
## demo$dependents -0.01679615 -0.01782638 -0.006601101 -0.009485067 -0.01296783
## 36 37 38 39 40
## (Intercept) 0.20202072 0.21363910 0.17872414 0.18263977 0.17872414
## demo$dependents -0.01665922 -0.01979177 -0.01782638 -0.01286914 -0.01782638
## 41 42 43 44 45
## (Intercept) 0.2400789 0.2390927 0.19389796 0.233675850 0.2481108266
## demo$dependents -0.0163951 -0.0160798 -0.01835577 -0.009031118 -0.0007582741
## 46 47 48 49 50
## (Intercept) 0.16456445 0.25861324 0.1879764 0.16456445 0.181871066
## demo$dependents -0.01200429 -0.01156921 -0.0100120 -0.01200429 -0.008927346
## 51 52 53 54 55
## (Intercept) 0.2390927 0.19728845 0.181871066 0.23441555 0.18509065
## demo$dependents -0.0160798 -0.01356903 -0.008927346 -0.01513314 -0.01510749
## 56 57 58 59 60
## (Intercept) 0.19579547 0.17766787 0.17124416 0.16172996 0.26990226
## demo$dependents -0.00825175 -0.01679615 -0.01743057 -0.01939434 -0.01501113
## 61 62 63 64 65
## (Intercept) 0.18845244 0.16762597 0.17623314 0.233675850 0.214386246
## demo$dependents -0.01963645 -0.01423796 -0.01172628 -0.009031118 -0.004541272
## 66 67 68 69 70
## (Intercept) 0.235392479 0.25958742 0.17124416 0.16762597 0.23475071
## demo$dependents -0.006037254 -0.01483865 -0.01743057 -0.01423796 -0.01179353
## 71 72 73 74 75
## (Intercept) 0.18567634 0.17872414 0.17124416 0.2402555954 0.25958742
## demo$dependents -0.01411558 -0.01782638 -0.01743057 0.0001790431 -0.01483865
## 76 77 78 79 80
## (Intercept) 0.17124416 0.19120841 0.20143892 0.15760979 0.19389796
## demo$dependents -0.01743057 -0.01853644 -0.01612368 -0.01793998 -0.01835577
## 81 82 83 84 85
## (Intercept) 0.20223047 0.17872414 0.1930334 0.19611183 0.16895697
## demo$dependents -0.01643655 -0.01782638 -0.0196953 -0.01512382 -0.01887658
## 86 87 88 89 90
## (Intercept) 0.1712457 0.301640078 0.17336466 0.193926176 0.20140621
## demo$dependents -0.0176354 0.003247196 -0.01629805 -0.007086563 -0.01869753
## 91 92 93 94 95
## (Intercept) 0.15760979 0.2044945 0.346870484 0.21283640 0.19745271
## demo$dependents -0.01793998 -0.0150968 0.002761144 -0.01683222 -0.01798825
## 96 97 98 99 100
## (Intercept) 0.47268403 0.1661145 0.19631368 0.255737644 0.222646912
## demo$dependents 0.01615123 -0.0159143 -0.01954544 -0.002049433 -0.002703586
## 101 102 103 104 105
## (Intercept) 0.18682385 0.16914289 0.19728845 0.17124416 0.2390927
## demo$dependents -0.02201648 -0.01965276 -0.01356903 -0.01743057 -0.0160798
## 106 107 108 109 110
## (Intercept) 0.336723798 0.1712457 0.193926176 0.19728845 0.19500955
## demo$dependents 0.008214823 -0.0176354 -0.007086563 -0.01356903 -0.02160621
## 111 112 113 114 115
## (Intercept) 0.20349367 0.2191124 0.17872414 0.181871066 0.291601576
## demo$dependents -0.01898448 -0.0179871 -0.01782638 -0.008927346 0.003590366
## 116 117 118 119 120
## (Intercept) 0.2510773 0.19389796 0.282125482 0.47268403 0.19728845
## demo$dependents -0.0108758 -0.01835577 -0.008720037 0.01615123 -0.01356903
## 121 122 123 124 125
## (Intercept) 0.47268403 0.266786537 0.47268403 0.210281058 0.1879764
## demo$dependents 0.01615123 0.002332986 0.01615123 -0.005946802 -0.0100120
## 126 127 128 129 130
## (Intercept) 0.17872414 0.22068481 0.336723798 0.21809982 0.19631368
## demo$dependents -0.01782638 -0.00147778 0.008214823 -0.01766336 -0.01954544
## 131 132 133 134 135
## (Intercept) 0.18202542 0.16456445 0.17059392 0.185682440 0.1661145
## demo$dependents -0.01965502 -0.01200429 -0.01989117 -0.007678447 -0.0159143
## 136 137 138 139 140
## (Intercept) 0.16172996 0.47268403 0.17623314 0.19579547 0.17872414
## demo$dependents -0.01939434 0.01615123 -0.01172628 -0.00825175 -0.01782638
## 141 142 143 144 145
## (Intercept) 0.16456445 0.16172996 0.20580493 0.17766787 0.1879764
## demo$dependents -0.01200429 -0.01939434 -0.01205618 -0.01679615 -0.0100120
## 146 147 148 149 150
## (Intercept) 0.16762597 0.16172996 0.47268403 0.2017508 0.40104742
## demo$dependents -0.01423796 -0.01939434 0.01615123 -0.0162234 0.01188988
## 151 152 153 154 155
## (Intercept) 0.16393133 0.47268403 0.359094650 0.205698887 0.17919804
## demo$dependents -0.01820992 0.01615123 0.006992483 -0.004003756 -0.02152766
## 156 157 158 159 160
## (Intercept) 0.47268403 0.47268403 0.25958742 0.17872414 0.1712457
## demo$dependents 0.01615123 0.01615123 -0.01483865 -0.01782638 -0.0176354
## 161 162 163 164 165
## (Intercept) 0.210281058 0.16172996 0.20994672 0.359094650 0.21840293
## demo$dependents -0.005946802 -0.01939434 -0.02029438 0.006992483 -0.01776027
## 166 167 168 169 170
## (Intercept) 0.19049781 0.19544791 0.19728845 0.212624684 0.18263977
## demo$dependents -0.01855155 -0.01995343 -0.01356903 -0.008041424 -0.01286914
## 171 172 173 174 175
## (Intercept) 0.214386246 0.16914289 0.214386246 0.1661145 0.2044945
## demo$dependents -0.004541272 -0.01965276 -0.004541272 -0.0159143 -0.0150968
## 176 177 178 179 180
## (Intercept) 0.17794719 0.15760979 0.198742659 0.17872414 0.1879764
## demo$dependents -0.01116968 -0.01793998 -0.009485067 -0.01782638 -0.0100120
## 181 182 183 184 185
## (Intercept) 0.214386246 0.189504910 0.17872414 0.181871066 0.1930334
## demo$dependents -0.004541272 -0.008884295 -0.01782638 -0.008927346 -0.0196953
## 186 187 188 189 190
## (Intercept) 0.18025785 0.2402555954 0.2503079623 0.18855503 0.18845244
## demo$dependents -0.01370053 0.0001790431 -0.0006162338 -0.01277342 -0.01963645
## 191 192 193 194 195
## (Intercept) 0.47268403 0.17872414 0.21809982 0.21840293 0.212624684
## demo$dependents 0.01615123 -0.01782638 -0.01766336 -0.01776027 -0.008041424
## 196 197 198 199 200
## (Intercept) 0.17872414 0.1879764 0.214386246 0.19631368 0.18642713
## demo$dependents -0.01782638 -0.0100120 -0.004541272 -0.01954544 -0.02178972
## 201 202 203 204 205
## (Intercept) 0.47268403 0.16393133 0.40628676 0.16393133 0.21019872
## demo$dependents 0.01615123 -0.01820992 0.01332453 -0.01820992 -0.01293329
## 206 207 208 209 210
## (Intercept) 0.25958742 0.343018169 0.18517055 0.17336466 0.18567634
## demo$dependents -0.01483865 0.006202337 -0.01257394 -0.01629805 -0.01411558
## 211 212 213 214 215
## (Intercept) 0.1780864 0.1794673 0.336723798 0.21064972 0.18567634
## demo$dependents -0.0140535 -0.0188981 0.008214823 -0.01802308 -0.01411558
## 216 217 218 219 220
## (Intercept) 0.16762597 0.17433614 0.2594874 0.25958742 0.18642713
## demo$dependents -0.01423796 -0.02015449 -0.0150960 -0.01483865 -0.02178972
## 221 222 223 224 225
## (Intercept) 0.260095328 0.2240803 0.291109567 0.255737644 0.342194154
## demo$dependents -0.000881682 -0.0146675 0.003747675 -0.002049433 0.009368292
## 226 227 228 229 230
## (Intercept) 0.236224813 0.2402555954 0.205698887 0.17872414 0.2402555954
## demo$dependents -0.002035303 0.0001790431 -0.004003756 -0.01782638 0.0001790431
## 231 232 233 234 235
## (Intercept) 0.283170087 0.23441555 0.276170953 0.21809982 0.17872414
## demo$dependents 0.001744341 -0.01513314 -0.006816208 -0.01766336 -0.01782638
## 236 237 238 239 240
## (Intercept) 0.2402555954 0.2390927 0.210281058 0.291601576 0.407818178
## demo$dependents 0.0001790431 -0.0160798 -0.005946802 0.003590366 0.009725081
## 241 242 243 244 245
## (Intercept) 0.17872414 0.18330579 0.17872414 0.25958742 0.2594874
## demo$dependents -0.01782638 -0.01399722 -0.01782638 -0.01483865 -0.0150960
## 246 247 248 249 250
## (Intercept) 0.267220312 0.276170953 0.214386246 0.18567634 0.18642713
## demo$dependents 0.002194296 -0.006816208 -0.004541272 -0.01411558 -0.02178972
## 251 252 253 254 255
## (Intercept) 0.17433614 0.2174415 0.251471032 0.19631368 0.214386246
## demo$dependents -0.02015449 -0.0186396 -0.003549124 -0.01954544 -0.004541272
## 256 257 258 259 260
## (Intercept) 0.342194154 0.15760979 0.19739627 0.19631368 0.359094650
## demo$dependents 0.009368292 -0.01793998 -0.01450122 -0.01954544 0.006992483
## 261 262 263 264 265
## (Intercept) 0.16172996 0.214386246 0.214386246 0.19406646 0.18025785
## demo$dependents -0.01939434 -0.004541272 -0.004541272 -0.01620871 -0.01370053
## 266 267 268 269 270
## (Intercept) 0.18263977 0.214386246 0.19631368 0.19128348 0.185682440
## demo$dependents -0.01286914 -0.004541272 -0.01954544 -0.01351429 -0.007678447
## 271 272 273 274 275
## (Intercept) 0.301640078 0.22068481 0.2402555954 0.31557099 0.2503079623
## demo$dependents 0.003247196 -0.00147778 0.0001790431 0.00650513 -0.0006162338
## 276 277 278 279 280
## (Intercept) 0.16393133 0.200490294 0.20143892 0.222646912 0.16594535
## demo$dependents -0.01820992 -0.007353353 -0.01612368 -0.002703586 -0.01684889
## 281 282 283 284 285
## (Intercept) 0.18567634 0.19631368 0.205698887 0.2477254846 0.16172996
## demo$dependents -0.01411558 -0.01954544 -0.004003756 -0.0006350695 -0.01939434
## 286 287 288 289 290
## (Intercept) 0.20140621 0.17766787 0.19631368 0.1661145 0.1794673
## demo$dependents -0.01869753 -0.01679615 -0.01954544 -0.0159143 -0.0188981
## 291 292 293 294 295
## (Intercept) 0.25958742 0.17336466 0.341631257 0.16172996 0.16895697
## demo$dependents -0.01483865 -0.01629805 0.009548266 -0.01939434 -0.01887658
## 296 297 298 299 300
## (Intercept) 0.20971816 0.15760979 0.17336466 0.19716645 0.16762597
## demo$dependents -0.01554837 -0.01793998 -0.01629805 -0.01367202 -0.01423796
## 301 302 303 304 305
## (Intercept) 0.17872414 0.17872414 0.17356263 0.16594535 0.16172996
## demo$dependents -0.01782638 -0.01782638 -0.01464972 -0.01684889 -0.01939434
## 306 307 308 309 310
## (Intercept) 0.17124416 0.1780864 0.199749076 0.213918882 0.16456445
## demo$dependents -0.01743057 -0.0140535 -0.006929188 -0.007654867 -0.01200429
## 311 312
## (Intercept) 0.17872414 0.20247930
## demo$dependents -0.01782638 -0.01645632
##
## $f.perms
## [,1]
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## [998,] -1.657842e-03
## [999,] 2.162911e+00
##
## $model.matrix
## (Intercept) demo$dependents
## 1 1 0
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## 261 1 0
## 262 1 0
## 263 1 0
## 264 1 0
## 265 1 0
## 266 1 0
## 267 1 0
## 268 1 0
## 269 1 0
## 270 1 0
## 271 1 0
## 272 1 0
## 273 1 0
## 274 1 0
## 275 1 0
## 276 1 0
## 277 1 0
## 278 1 0
## 279 1 0
## 280 1 0
## 281 1 0
## 282 1 0
## 283 1 0
## 284 1 0
## 285 1 0
## 286 1 0
## 287 1 0
## 288 1 1
## 289 1 0
## 290 1 0
## 291 1 0
## 292 1 0
## 293 1 0
## 294 1 0
## 295 1 0
## 296 1 0
## 297 1 4
## 298 1 0
## 299 1 0
## 300 1 1
## 301 1 0
## 302 1 0
## 303 1 0
## 304 1 0
## 305 1 0
## 306 1 0
## 307 1 2
## 308 1 0
## 309 1 0
## 310 1 0
## 311 1 0
## 312 1 0
##
## $terms
## sci_comp ~ demo$dependents
## attr(,"variables")
## list(sci_comp, demo$dependents)
## attr(,"factors")
## demo$dependents
## sci_comp 0
## demo$dependents 1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to number of dependents.
Now, Personal Community Orientation:
And an
Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$dependents 1 0.00537 0.0053707 0.60781 0.00196 0.391
## Residuals 310 2.73921 0.0088362 0.99804
## Total 311 2.74458 1.00000
##
## $call
## adonis(formula = per_comm_orient ~ demo$dependents)
##
## $coefficients
## per_comm_orient1 per_comm_orient2 per_comm_orient3
## (Intercept) 5.29041347 5.2315657 5.643454358
## demo$dependents 0.02959569 0.1436491 0.005154049
## per_comm_orient4
## (Intercept) 5.42916046
## demo$dependents 0.08727523
##
## $coef.sites
## 1 2 3 4
## (Intercept) 0.0862013797 0.072592743 0.066148969 0.066148969
## demo$dependents -0.0006203835 0.007943252 -0.004668139 -0.004668139
## 5 6 7 8 9
## (Intercept) 0.066148969 0.070740692 0.11918269 0.070200016 0.084913321
## demo$dependents -0.004668139 0.003642558 -0.00606933 -0.007619881 -0.002064003
## 10 11 12 13 14
## (Intercept) 0.109614219 0.134402277 0.070200016 0.072592743 0.072592743
## demo$dependents 0.008416751 -0.005738324 -0.007619881 0.007943252 0.007943252
## 15 16 17 18 19
## (Intercept) 0.084741741 0.216468095 0.070200016 0.103133351 0.070200016
## demo$dependents 0.002763122 0.006090637 -0.007619881 0.003455703 -0.007619881
## 20 21 22 23 24
## (Intercept) 0.1133283989 0.252600707 0.072592743 0.066148969 0.08685919
## demo$dependents 0.0007052331 0.007392428 0.007943252 -0.004668139 -0.00732758
## 25 26 27 28 29
## (Intercept) 0.109614219 0.996632688 0.072057306 0.134402277 0.070200016
## demo$dependents 0.008416751 0.001076624 -0.003847099 -0.005738324 -0.007619881
## 30 31 32 33 34
## (Intercept) 0.0893445 0.070200016 0.066148969 0.122473016 0.091170467
## demo$dependents 0.0098339 -0.007619881 -0.004668139 0.004865659 -0.002859278
## 35 36 37 38 39
## (Intercept) 0.070200016 0.118086480 0.068453391 0.070200016 0.0893445
## demo$dependents -0.007619881 -0.005975549 -0.003018766 -0.007619881 0.0098339
## 40 41 42 43 44
## (Intercept) 0.074515331 0.066148969 0.070200016 0.072592743 0.066148969
## demo$dependents 0.002775836 -0.004668139 -0.007619881 0.007943252 -0.004668139
## 45 46 47 48 49
## (Intercept) 0.0893445 0.285525371 0.227512656 0.065934325 0.072592743
## demo$dependents 0.0098339 0.002747072 0.002526028 0.004223667 0.007943252
## 50 51 52 53
## (Intercept) 0.0786478931 0.070200016 0.070200016 0.0642256828
## demo$dependents -0.0004724375 -0.007619881 -0.007619881 0.0001016245
## 54 55 56 57 58
## (Intercept) 0.070200016 0.118086480 0.070200016 0.065934325 0.0642256828
## demo$dependents -0.007619881 -0.005975549 -0.007619881 0.004223667 0.0001016245
## 59 60 61 62 63
## (Intercept) 0.066148969 0.08685919 0.0702659909 0.086238758 0.112148956
## demo$dependents -0.004668139 -0.00732758 0.0009418679 -0.006584776 0.006806004
## 64 65 66 67 68
## (Intercept) 0.102812402 0.118086480 0.109438046 0.0702659909 0.065934325
## demo$dependents -0.006239023 -0.005975549 0.003767471 0.0009418679 0.004223667
## 69 70 71 72 73
## (Intercept) 0.070200016 0.070200016 0.0702659909 0.072592743 0.070200016
## demo$dependents -0.007619881 -0.007619881 0.0009418679 0.007943252 -0.007619881
## 74 75 76 77 78
## (Intercept) 0.065934325 0.134402277 0.066148969 0.070200016 0.070200016
## demo$dependents 0.004223667 -0.005738324 -0.004668139 -0.007619881 -0.007619881
## 79 80 81 82
## (Intercept) 0.102812402 0.070200016 0.070200016 0.070200016
## demo$dependents -0.006239023 -0.007619881 -0.007619881 -0.007619881
## 83 84 85 86 87
## (Intercept) 0.066148969 0.072592743 0.10163448 0.066148969 0.08685919
## demo$dependents -0.004668139 0.007943252 0.00626249 -0.004668139 -0.00732758
## 88 89 90 91 92
## (Intercept) 0.072592743 0.065934325 0.109614219 0.082655537 0.13071389
## demo$dependents 0.007943252 0.004223667 0.008416751 -0.003677088 0.00873963
## 93 94 95 96 97
## (Intercept) 0.066148969 0.137973204 0.072592743 0.072592743 0.070200016
## demo$dependents -0.004668139 0.005153285 0.007943252 0.007943252 -0.007619881
## 98 99 100 101 102
## (Intercept) 0.065934325 0.072592743 0.157433367 0.134402277 0.070200016
## demo$dependents 0.004223667 0.007943252 0.008458938 -0.005738324 -0.007619881
## 103 104 105 106 107
## (Intercept) 0.084573143 0.0893445 0.0749605925 0.072607585 0.0642256828
## demo$dependents 0.004461642 0.0098339 0.0003746553 -0.001312681 0.0001016245
## 108 109 110 111 112
## (Intercept) 0.099055198 0.072057306 0.082171091 0.072592743 0.0749605925
## demo$dependents -0.003463335 -0.003847099 0.005985502 0.007943252 0.0003746553
## 113 114 115 116 117
## (Intercept) 0.072592743 0.070200016 0.091985994 0.072592743 0.066148969
## demo$dependents 0.007943252 -0.007619881 0.006526489 0.007943252 -0.004668139
## 118 119 120 121 122
## (Intercept) 0.068453391 0.066148969 0.0702659909 0.070200016 0.072592743
## demo$dependents -0.003018766 -0.004668139 0.0009418679 -0.007619881 0.007943252
## 123 124 125 126 127
## (Intercept) 0.070200016 0.072592743 0.0679129833 0.11788591 0.102812402
## demo$dependents -0.007619881 0.007943252 -0.0007454683 0.00577206 -0.006239023
## 128 129 130 131 132
## (Intercept) 0.091985994 0.134756778 0.072592743 0.285525371 0.072592743
## demo$dependents 0.006526489 0.008842436 0.007943252 0.002747072 0.007943252
## 133 134 135 136 137
## (Intercept) 0.089713127 0.072592743 0.070200016 0.0642256828 0.070200016
## demo$dependents -0.003554339 0.007943252 -0.007619881 0.0001016245 -0.007619881
## 138 139 140 141 142
## (Intercept) 0.066148969 0.083288554 0.070200016 0.11788591 0.066148969
## demo$dependents -0.004668139 -0.004435037 -0.007619881 0.00577206 -0.004668139
## 143 144 145 146 147
## (Intercept) 0.070200016 0.0702659909 0.084573143 0.088605043 0.0642256828
## demo$dependents -0.007619881 0.0009418679 0.004461642 0.001106708 0.0001016245
## 148 149 150 151 152
## (Intercept) 0.070200016 0.065934325 0.0893445 0.072057306 0.070200016
## demo$dependents -0.007619881 0.004223667 0.0098339 -0.003847099 -0.007619881
## 153 154 155 156 157
## (Intercept) 0.084170622 0.116264578 0.066148969 0.070200016 0.070200016
## demo$dependents -0.006246565 0.005122411 -0.004668139 -0.007619881 -0.007619881
## 158 159 160 161 162
## (Intercept) 0.076918994 0.13493529 0.113155269 0.0642256828 0.072592743
## demo$dependents 0.004502927 0.00998786 0.006555099 0.0001016245 0.007943252
## 163 164 165 166
## (Intercept) 0.068453391 0.0992436855 0.070200016 0.066148969
## demo$dependents -0.003018766 0.0002096642 -0.007619881 -0.004668139
## 167 168 169 170 171
## (Intercept) 0.0702659909 0.072592743 0.084170622 0.084170622 0.070200016
## demo$dependents 0.0009418679 0.007943252 -0.006246565 -0.006246565 -0.007619881
## 172 173 174 175 176
## (Intercept) 0.083288554 0.066148969 0.070740692 0.084741741 0.0642256828
## demo$dependents -0.004435037 -0.004668139 0.003642558 0.002763122 0.0001016245
## 177 178 179 180 181
## (Intercept) 0.087094688 0.0679129833 0.157250258 0.066148969 0.072592743
## demo$dependents 0.005389794 -0.0007454683 0.007278416 -0.004668139 0.007943252
## 182 183 184 185 186
## (Intercept) 0.157250258 0.084741741 0.068453391 0.070200016 0.070200016
## demo$dependents 0.007278416 0.002763122 -0.003018766 -0.007619881 -0.007619881
## 187 188 189 190 191
## (Intercept) 0.065934325 0.118086480 0.089665338 0.070200016 0.0642256828
## demo$dependents 0.004223667 -0.005975549 0.002167414 -0.007619881 0.0001016245
## 192 193 194 195 196
## (Intercept) 0.163512573 0.091811112 0.0702659909 0.065934325 0.072592743
## demo$dependents 0.007365586 0.008267802 0.0009418679 0.004223667 0.007943252
## 197 198 199 200 201
## (Intercept) 0.072607585 0.072592743 0.117452766 0.091811112 0.066148969
## demo$dependents -0.001312681 0.007943252 0.007638808 0.008267802 -0.004668139
## 202 203 204 205 206
## (Intercept) 0.066148969 0.072592743 0.134402277 0.105345882 0.072592743
## demo$dependents -0.004668139 0.007943252 -0.005738324 -0.002601854 0.007943252
## 207 208 209 210
## (Intercept) 0.066148969 0.070200016 0.070200016 0.091985994
## demo$dependents -0.004668139 -0.007619881 -0.007619881 0.006526489
## 211 212 213 214 215
## (Intercept) 0.0679129833 0.066148969 0.091985994 0.072592743 0.066148969
## demo$dependents -0.0007454683 -0.004668139 0.006526489 0.007943252 -0.004668139
## 216 217 218 219 220
## (Intercept) 0.0749605925 0.163512573 0.110856887 0.118086480 0.070200016
## demo$dependents 0.0003746553 0.007365586 0.005093788 -0.005975549 -0.007619881
## 221 222 223 224 225
## (Intercept) 0.161591346 0.086264253 0.070740692 0.066148969 0.105397830
## demo$dependents 0.008561668 0.002590553 0.003642558 -0.004668139 0.002789672
## 226 227 228 229 230
## (Intercept) 0.070740692 0.066148969 0.0893445 0.10943261 0.072592743
## demo$dependents 0.003642558 -0.004668139 0.0098339 0.01020308 0.007943252
## 231 232 233 234 235
## (Intercept) 0.070200016 0.13814735 0.0702659909 0.109614219 0.070200016
## demo$dependents -0.007619881 0.00626564 0.0009418679 0.008416751 -0.007619881
## 236 237 238 239 240
## (Intercept) 0.157250258 0.118086480 0.0702659909 0.10163448 0.10943261
## demo$dependents 0.007278416 -0.005975549 0.0009418679 0.00626249 0.01020308
## 241 242 243 244 245
## (Intercept) 0.072592743 0.072592743 0.134402277 0.0642256828 0.153537489
## demo$dependents 0.007943252 0.007943252 -0.005738324 0.0001016245 0.005242721
## 246 247 248 249 250
## (Intercept) 0.065934325 0.072607585 0.08685919 0.066148969 0.070200016
## demo$dependents 0.004223667 -0.001312681 -0.00732758 -0.004668139 -0.007619881
## 251 252 253 254 255
## (Intercept) 0.11918269 0.070200016 0.074515331 0.134402277 0.084573143
## demo$dependents -0.00606933 -0.007619881 0.002775836 -0.005738324 0.004461642
## 256 257 258 259 260
## (Intercept) 0.323977396 0.070200016 0.093417430 0.072592743 0.070200016
## demo$dependents 0.002884312 -0.007619881 0.006271282 0.007943252 -0.007619881
## 261 262 263 264 265
## (Intercept) 0.068453391 0.0893445 0.10943261 0.108146900 0.108146900
## demo$dependents -0.003018766 0.0098339 0.01020308 -0.007211551 -0.007211551
## 266 267 268 269
## (Intercept) 0.070200016 0.0642256828 0.070200016 0.0862013797
## demo$dependents -0.007619881 0.0001016245 -0.007619881 -0.0006203835
## 270 271 272 273 274
## (Intercept) 0.070740692 0.0642256828 0.13493529 0.11978821 0.072592743
## demo$dependents 0.003642558 0.0001016245 0.00998786 -0.00599616 0.007943252
## 275 276 277 278 279
## (Intercept) 0.109614219 0.103929564 0.117452766 0.109614219 0.082171091
## demo$dependents 0.008416751 -0.006334568 0.007638808 0.008416751 0.005985502
## 280 281 282 283 284
## (Intercept) 0.0893445 0.070200016 0.070200016 0.072592743 0.135124135
## demo$dependents 0.0098339 -0.007619881 -0.007619881 0.007943252 0.008154123
## 285 286 287 288 289
## (Intercept) 0.0642256828 0.118086480 0.084573143 0.103420733 0.102195013
## demo$dependents 0.0001016245 -0.005975549 0.004461642 -0.006967276 -0.006313735
## 290 291 292 293
## (Intercept) 0.068453391 0.070200016 0.1133283989 0.0702659909
## demo$dependents -0.003018766 -0.007619881 0.0007052331 0.0009418679
## 294 295 296 297 298
## (Intercept) 0.068453391 0.0893445 0.0642256828 0.070200016 0.072592743
## demo$dependents -0.003018766 0.0098339 0.0001016245 -0.007619881 0.007943252
## 299 300 301 302
## (Intercept) 0.088627849 0.070200016 0.0679129833 0.102195013
## demo$dependents -0.007348635 -0.007619881 -0.0007454683 -0.006313735
## 303 304 305 306 307
## (Intercept) 0.110686907 0.070200016 0.0642256828 0.066148969 0.166702319
## demo$dependents 0.004012644 -0.007619881 0.0001016245 -0.004668139 0.003405988
## 308 309 310 311 312
## (Intercept) 0.21523487 0.070200016 0.0642256828 0.086238758 0.070200016
## demo$dependents 0.00571345 -0.007619881 0.0001016245 -0.006584776 -0.007619881
##
## $f.perms
## [,1]
## [1,] 0.2195216085
## [2,] 0.4695972505
## [3,] 0.0121660056
## [4,] 0.2485941566
## [5,] 0.6993018378
## [6,] 0.0259754638
## [7,] 0.7240151169
## [8,] 0.9572632020
## [9,] 0.4889491951
## [10,] 2.1437614629
## [11,] 0.1789859912
## [12,] 0.7459163537
## [13,] 0.2373885123
## [14,] 0.7418580228
## [15,] 0.4509888649
## [16,] 0.1122397789
## [17,] 0.3672076142
## [18,] 2.8058821635
## [19,] 0.2944339818
## [20,] 0.2369735622
## [21,] 0.5342619365
## [22,] 0.2255518414
## [23,] 0.4495115464
## [24,] 0.6032924451
## [25,] 0.4684891539
## [26,] 0.3628012118
## [27,] 0.2422847157
## [28,] 0.3766272191
## [29,] 1.0625755477
## [30,] 0.2466822453
## [31,] 0.1604412928
## [32,] 0.1083826939
## [33,] 0.4876456441
## [34,] 0.6786419895
## [35,] -0.0205832845
## [36,] 0.0770319869
## [37,] 0.1320302323
## [38,] 1.4215677448
## [39,] 0.1575938410
## [40,] 0.9048423156
## [41,] 0.5356555612
## [42,] 0.0563376482
## [43,] 0.0057177475
## [44,] 0.1542991411
## [45,] 0.1622187948
## [46,] -0.2665414408
## [47,] 0.2035572704
## [48,] 0.1298674548
## [49,] 1.1151546924
## [50,] 0.1704463559
## [51,] 20.7089256154
## [52,] 0.9626520296
## [53,] 0.4426687795
## [54,] 0.1718743668
## [55,] 2.7667410702
## [56,] 1.7909411682
## [57,] 0.3929676369
## [58,] 0.3361464334
## [59,] 0.6909937763
## [60,] 0.5977720459
## [61,] 0.2367526259
## [62,] 2.1518915599
## [63,] 0.0996010608
## [64,] 0.5031333474
## [65,] -0.0864388456
## [66,] 1.1228639308
## [67,] 1.6587807088
## [68,] 2.1176395526
## [69,] 0.1625178879
## [70,] 0.0007658365
## [71,] 0.3135555003
## [72,] 0.0460260431
## [73,] 0.5209085466
## [74,] 1.9170977005
## [75,] 0.7707035786
## [76,] 0.2035543052
## [77,] 1.1706651391
## [78,] 0.4357678794
## [79,] 2.9565180945
## [80,] -0.0674598382
## [81,] 0.7068115829
## [82,] 0.0471036996
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## [84,] 0.1254230024
## [85,] 0.0110678142
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## [87,] 0.9269488513
## [88,] 0.1685801478
## [89,] 1.0571859730
## [90,] 19.8475620314
## [91,] 1.6319247571
## [92,] 6.9084520266
## [93,] -0.0389806836
## [94,] 2.0013043339
## [95,] 0.1200973916
## [96,] 0.6499448172
## [97,] 0.1072662057
## [98,] 0.1642987461
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## [101,] -0.0085055907
## [102,] 0.7586589381
## [103,] 0.2655402419
## [104,] 0.3290595790
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## [106,] 0.3051398854
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## [120,] 1.6303291588
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## [778,] 0.5109333543
## [779,] 0.2668754937
## [780,] 0.3157279787
## [781,] 0.3427590323
## [782,] 0.5588999863
## [783,] 0.4441027663
## [784,] 2.5370372193
## [785,] 0.4458912247
## [786,] 4.4830896062
## [787,] 0.4666027494
## [788,] 0.4435478284
## [789,] 1.8351957309
## [790,] 0.6702033750
## [791,] 0.0375512691
## [792,] -0.1771513749
## [793,] 0.5608714674
## [794,] 0.1974166364
## [795,] 0.3029681690
## [796,] 1.9810235703
## [797,] 0.0762734080
## [798,] 1.0399954894
## [799,] 1.0683088560
## [800,] -0.0062680049
## [801,] 1.1318072890
## [802,] 1.2545636735
## [803,] 1.5190502733
## [804,] 0.3891528542
## [805,] 0.1383677996
## [806,] 0.5221604032
## [807,] 0.0374590886
## [808,] 1.0011214264
## [809,] 0.4794909943
## [810,] 0.6633513901
## [811,] 1.6725291577
## [812,] 0.0586089688
## [813,] 0.3851273051
## [814,] 0.3177029146
## [815,] 0.3673550097
## [816,] 0.8954894196
## [817,] 0.4910730982
## [818,] 0.3752330293
## [819,] 12.7352736641
## [820,] 0.2234790704
## [821,] 0.1788453837
## [822,] 0.1272000678
## [823,] 0.4136179750
## [824,] 0.3048209369
## [825,] 1.1756739344
## [826,] 0.5058781842
## [827,] 0.2810082624
## [828,] 1.3055086647
## [829,] 12.3943456752
## [830,] 0.3137358764
## [831,] 0.1152311665
## [832,] 2.4740752874
## [833,] 0.6011531280
## [834,] 0.2255077164
## [835,] 0.4204691416
## [836,] 0.3447285821
## [837,] 0.4369026635
## [838,] 20.6137403603
## [839,] 0.2641571084
## [840,] 0.9818428302
## [841,] 0.5022925546
## [842,] 1.7575006164
## [843,] 1.9133256123
## [844,] 0.0541420674
## [845,] 2.0066967378
## [846,] 0.6262305104
## [847,] 1.2475319884
## [848,] 6.6851511722
## [849,] 0.0681087976
## [850,] 0.4472490448
## [851,] 3.8830726619
## [852,] 0.1948200768
## [853,] 0.2002853448
## [854,] 0.1046154993
## [855,] 1.1545851249
## [856,] 0.6192328026
## [857,] 0.4648570184
## [858,] 0.2904346252
## [859,] 0.2762019572
## [860,] 2.9858001809
## [861,] 0.5924874184
## [862,] 0.1893835622
## [863,] 1.4086377909
## [864,] 0.3105247625
## [865,] -0.1589549174
## [866,] -0.0383432288
## [867,] 0.0420386298
## [868,] -0.1100228345
## [869,] 0.7084669101
## [870,] 0.1945771513
## [871,] 0.4490497766
## [872,] 0.4491343545
## [873,] 0.2215244048
## [874,] 1.6206785056
## [875,] 1.9957554221
## [876,] 1.7921920150
## [877,] 0.6376949475
## [878,] 0.1146106709
## [879,] 0.5005267773
## [880,] 0.2715648116
## [881,] -0.0073366627
## [882,] 1.6866204393
## [883,] 0.9049566869
## [884,] 0.6083214508
## [885,] 0.5128030112
## [886,] 0.7829961847
## [887,] 0.1576828968
## [888,] 0.4326908894
## [889,] 0.1559964857
## [890,] 0.2767977901
## [891,] 0.6341672786
## [892,] 2.1182540247
## [893,] 0.8531194379
## [894,] 0.5175019841
## [895,] 0.4341575777
## [896,] 0.2741651083
## [897,] -0.0420000826
## [898,] -0.0043911437
## [899,] 0.2189422730
## [900,] 0.7690110400
## [901,] 0.0366327370
## [902,] 0.8626707722
## [903,] 1.3522434468
## [904,] 0.0051964160
## [905,] 1.0875766118
## [906,] 0.3714320997
## [907,] 0.7109382376
## [908,] 0.1037880622
## [909,] 0.0215038883
## [910,] -0.1332123291
## [911,] 0.3509784888
## [912,] 2.3951042527
## [913,] 0.2106348527
## [914,] 0.2655551684
## [915,] 0.3742393205
## [916,] 0.1138682670
## [917,] 0.7564810767
## [918,] 12.3495665144
## [919,] 0.0915266221
## [920,] 1.8353711380
## [921,] 4.1485860175
## [922,] 0.5563592704
## [923,] 1.8372282213
## [924,] 0.4202678852
## [925,] 0.3356086321
## [926,] 4.7433748988
## [927,] 0.9027201641
## [928,] 0.0772359569
## [929,] 0.6743229379
## [930,] 0.2194171325
## [931,] 0.2219188187
## [932,] 0.5390926584
## [933,] 0.9152808209
## [934,] 0.7709135376
## [935,] 0.0721247628
## [936,] 0.0786845878
## [937,] 0.2368757010
## [938,] 0.3199347398
## [939,] 1.4612557560
## [940,] -0.0196821183
## [941,] 0.7732576850
## [942,] 0.4134351419
## [943,] 0.2521213053
## [944,] 0.4669768908
## [945,] 0.4629480775
## [946,] 1.7309379338
## [947,] 0.2141639235
## [948,] -0.0728036911
## [949,] 0.4158848113
## [950,] 0.3765201275
## [951,] 0.0340566470
## [952,] 0.2203711894
## [953,] 0.0877109412
## [954,] 0.7378986789
## [955,] 0.2599579498
## [956,] 1.1708914220
## [957,] 1.7403133555
## [958,] 0.1676764586
## [959,] 0.4813294404
## [960,] 0.9359047047
## [961,] 0.1007970734
## [962,] 0.5548512495
## [963,] 4.0886536409
## [964,] 0.1535102776
## [965,] -0.0699369303
## [966,] 0.2210586332
## [967,] 0.3194504122
## [968,] 0.1313292218
## [969,] 0.0851508407
## [970,] 7.1173342307
## [971,] 0.1689574764
## [972,] 0.3711784006
## [973,] 0.8192533377
## [974,] 2.4831470122
## [975,] 0.9627935815
## [976,] 0.3174001642
## [977,] 1.5580485867
## [978,] 1.3365915102
## [979,] -0.0912806329
## [980,] 0.6409525927
## [981,] 0.3336191851
## [982,] 0.3516101001
## [983,] 1.1323752500
## [984,] 0.4019899941
## [985,] 0.5341809558
## [986,] 1.5074116093
## [987,] 0.7652368207
## [988,] 0.3790855852
## [989,] 0.5833998545
## [990,] 0.2992605744
## [991,] 0.4029900577
## [992,] 0.0853769313
## [993,] 0.2122113049
## [994,] 0.3511391138
## [995,] 2.7437963159
## [996,] -0.0878580658
## [997,] 1.7947105371
## [998,] 0.2051373910
## [999,] 1.3651706653
##
## $model.matrix
## (Intercept) demo$dependents
## 1 1 0
## 2 1 0
## 3 1 0
## 4 1 0
## 5 1 0
## 6 1 0
## 7 1 0
## 8 1 0
## 9 1 0
## 10 1 0
## 11 1 0
## 12 1 0
## 13 1 0
## 14 1 0
## 15 1 0
## 16 1 0
## 17 1 0
## 18 1 0
## 19 1 0
## 20 1 1
## 21 1 0
## 22 1 0
## 23 1 0
## 24 1 0
## 25 1 0
## 26 1 0
## 27 1 0
## 28 1 0
## 29 1 5
## 30 1 0
## 31 1 4
## 32 1 0
## 33 1 0
## 34 1 0
## 35 1 0
## 36 1 0
## 37 1 0
## 38 1 4
## 39 1 0
## 40 1 0
## 41 1 0
## 42 1 0
## 43 1 0
## 44 1 0
## 45 1 0
## 46 1 0
## 47 1 0
## 48 1 0
## 49 1 0
## 50 1 0
## 51 1 0
## 52 1 1
## 53 1 0
## 54 1 0
## 55 1 0
## 56 1 0
## 57 1 1
## 58 1 0
## 59 1 0
## 60 1 0
## 61 1 0
## 62 1 0
## 63 1 0
## 64 1 0
## 65 1 0
## 66 1 0
## 67 1 0
## 68 1 0
## 69 1 0
## 70 1 4
## 71 1 0
## 72 1 0
## 73 1 1
## 74 1 0
## 75 1 0
## 76 1 0
## 77 1 0
## 78 1 0
## 79 1 0
## 80 1 1
## 81 1 1
## 82 1 0
## 83 1 0
## 84 1 0
## 85 1 0
## 86 1 0
## 87 1 0
## 88 1 0
## 89 1 0
## 90 1 0
## 91 1 0
## 92 1 0
## 93 1 0
## 94 1 0
## 95 1 0
## 96 1 0
## 97 1 0
## 98 1 3
## 99 1 0
## 100 1 0
## 101 1 1
## 102 1 0
## 103 1 0
## 104 1 0
## 105 1 0
## 106 1 0
## 107 1 0
## 108 1 0
## 109 1 0
## 110 1 0
## 111 1 0
## 112 1 0
## 113 1 0
## 114 1 0
## 115 1 0
## 116 1 0
## 117 1 0
## 118 1 0
## 119 1 0
## 120 1 0
## 121 1 0
## 122 1 0
## 123 1 0
## 124 1 0
## 125 1 0
## 126 1 0
## 127 1 0
## 128 1 0
## 129 1 0
## 130 1 0
## 131 1 3
## 132 1 0
## 133 1 0
## 134 1 0
## 135 1 0
## 136 1 0
## 137 1 0
## 138 1 0
## 139 1 1
## 140 1 1
## 141 1 0
## 142 1 0
## 143 1 0
## 144 1 0
## 145 1 0
## 146 1 0
## 147 1 0
## 148 1 0
## 149 1 0
## 150 1 0
## 151 1 0
## 152 1 0
## 153 1 0
## 154 1 0
## 155 1 0
## 156 1 0
## 157 1 0
## 158 1 0
## 159 1 0
## 160 1 0
## 161 1 0
## 162 1 0
## 163 1 0
## 164 1 0
## 165 1 0
## 166 1 0
## 167 1 0
## 168 1 0
## 169 1 4
## 170 1 0
## 171 1 0
## 172 1 0
## 173 1 0
## 174 1 0
## 175 1 0
## 176 1 0
## 177 1 0
## 178 1 0
## 179 1 0
## 180 1 0
## 181 1 0
## 182 1 0
## 183 1 0
## 184 1 0
## 185 1 0
## 186 1 0
## 187 1 0
## 188 1 0
## 189 1 0
## 190 1 0
## 191 1 0
## 192 1 0
## 193 1 0
## 194 1 0
## 195 1 0
## 196 1 0
## 197 1 0
## 198 1 0
## 199 1 0
## 200 1 0
## 201 1 0
## 202 1 3
## 203 1 0
## 204 1 0
## 205 1 0
## 206 1 0
## 207 1 0
## 208 1 0
## 209 1 0
## 210 1 0
## 211 1 0
## 212 1 0
## 213 1 0
## 214 1 0
## 215 1 0
## 216 1 0
## 217 1 0
## 218 1 0
## 219 1 0
## 220 1 0
## 221 1 0
## 222 1 0
## 223 1 0
## 224 1 0
## 225 1 0
## 226 1 0
## 227 1 0
## 228 1 0
## 229 1 0
## 230 1 0
## 231 1 0
## 232 1 0
## 233 1 0
## 234 1 0
## 235 1 0
## 236 1 0
## 237 1 0
## 238 1 0
## 239 1 0
## 240 1 0
## 241 1 0
## 242 1 0
## 243 1 0
## 244 1 0
## 245 1 0
## 246 1 0
## 247 1 0
## 248 1 0
## 249 1 0
## 250 1 0
## 251 1 0
## 252 1 0
## 253 1 0
## 254 1 0
## 255 1 0
## 256 1 0
## 257 1 0
## 258 1 0
## 259 1 0
## 260 1 0
## 261 1 0
## 262 1 0
## 263 1 0
## 264 1 0
## 265 1 0
## 266 1 0
## 267 1 0
## 268 1 0
## 269 1 0
## 270 1 0
## 271 1 0
## 272 1 0
## 273 1 0
## 274 1 0
## 275 1 0
## 276 1 0
## 277 1 0
## 278 1 0
## 279 1 0
## 280 1 0
## 281 1 0
## 282 1 0
## 283 1 0
## 284 1 0
## 285 1 0
## 286 1 0
## 287 1 0
## 288 1 1
## 289 1 0
## 290 1 0
## 291 1 0
## 292 1 0
## 293 1 0
## 294 1 0
## 295 1 0
## 296 1 0
## 297 1 4
## 298 1 0
## 299 1 0
## 300 1 1
## 301 1 0
## 302 1 0
## 303 1 0
## 304 1 0
## 305 1 0
## 306 1 0
## 307 1 2
## 308 1 0
## 309 1 0
## 310 1 0
## 311 1 0
## 312 1 0
##
## $terms
## per_comm_orient ~ demo$dependents
## attr(,"variables")
## list(per_comm_orient, demo$dependents)
## attr(,"factors")
## demo$dependents
## per_comm_orient 0
## demo$dependents 1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to number of dependents.
Now, Competency in Science:
Well crap,
something is broke there. Let’s try running a different form of MDS,
giving us a similar analysis in a different way. We can interpret this
data similarly to how we did before:
And an
Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$dependents 1 0.0132 0.013201 0.90217 0.0029 0.319
## Residuals 310 4.5361 0.014633 0.9971
## Total 311 4.5493 1.0000
##
## $call
## adonis(formula = sci_comm_orient ~ demo$dependents)
##
## $coefficients
## sci_comm_orient1 sci_comm_orient2 sci_comm_orient3
## (Intercept) 5.0864964 5.2819379 5.2730501
## demo$dependents 0.1492154 0.1071355 0.1235826
## sci_comm_orient4 sci_comm_orient_ave
## (Intercept) 5.1864391 5.2069809
## demo$dependents 0.1240637 0.1259993
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.08347803 0.097010988 0.08347803 0.268317147 0.08347803
## demo$dependents 0.00500459 0.006750758 0.00500459 0.007110924 0.00500459
## 6 7 8 9 10
## (Intercept) 0.0865088076 0.13979918 0.090418730 0.107074619 0.110943979
## demo$dependents 0.0008383717 -0.01083956 -0.009240144 -0.009575361 0.004494135
## 11 12 13 14 15
## (Intercept) 0.094634641 0.090418730 0.08347803 0.08347803 0.083139672
## demo$dependents 0.003846986 -0.009240144 0.00500459 0.00500459 0.001144151
## 16 17 18 19 20
## (Intercept) 0.097010988 0.090418730 0.083274396 0.090418730 0.0980001259
## demo$dependents 0.006750758 -0.009240144 0.001872503 -0.009240144 -0.0009963813
## 21 22 23 24 25
## (Intercept) 0.142081764 0.08347803 0.109079073 0.085080241 0.08347803
## demo$dependents -0.006829441 0.00500459 0.004552816 -0.002466772 0.00500459
## 26 27 28 29 30
## (Intercept) 0.996632688 0.08347803 0.151021387 0.090418730 0.115083590
## demo$dependents 0.001076624 0.00500459 0.009480585 -0.009240144 0.007042447
## 31 32 33 34 35
## (Intercept) 0.090418730 0.08598639 0.235851437 0.08598639 0.090418730
## demo$dependents -0.009240144 -0.00533514 0.007412498 -0.00533514 -0.009240144
## 36 37 38 39 40
## (Intercept) 0.107074619 0.08598639 0.090418730 0.097010988 0.08347803
## demo$dependents -0.009575361 -0.00533514 -0.009240144 0.006750758 0.00500459
## 41 42 43 44 45
## (Intercept) 0.090418730 0.090418730 0.0865088076 0.126434368 0.20551674
## demo$dependents -0.009240144 -0.009240144 0.0008383717 0.005716394 0.00834118
## 46 47 48 49 50
## (Intercept) 0.268317147 0.137068782 0.11253218 0.08347803 0.08347803
## demo$dependents 0.007110924 0.007266072 0.00813729 0.00500459 0.00500459
## 51 52 53 54 55
## (Intercept) 0.090418730 0.0865088076 0.114047253 0.090418730 0.15577083
## demo$dependents -0.009240144 0.0008383717 0.007973007 -0.009240144 -0.01170591
## 56 57 58 59 60
## (Intercept) 0.090418730 0.15567625 0.131000900 0.08598639 1.155221e-01
## demo$dependents -0.009240144 0.00765216 0.009206143 -0.00533514 -3.950731e-05
## 61 62 63 64 65
## (Intercept) 0.085211800 0.10754161 0.118424501 0.13979918 0.090418730
## demo$dependents -0.001755215 -0.00993809 0.006253351 -0.01083956 -0.009240144
## 66 67 68 69 70
## (Intercept) 0.100131269 0.090418730 0.084750188 0.090418730 0.090418730
## demo$dependents 0.002391904 -0.009240144 0.001147527 -0.009240144 -0.009240144
## 71 72 73 74 75
## (Intercept) 0.090418730 0.08347803 0.15577083 0.158803004 0.15577083
## demo$dependents -0.009240144 0.00500459 -0.01170591 0.008058345 -0.01170591
## 76 77 78 79 80
## (Intercept) 0.09949826 0.090418730 0.090418730 0.14012424 0.090418730
## demo$dependents 0.00568340 -0.009240144 -0.009240144 -0.01114886 -0.009240144
## 81 82 83 84 85
## (Intercept) 0.090418730 0.08598639 0.08598639 0.094634641 0.094496596
## demo$dependents -0.009240144 -0.00533514 -0.00533514 0.003846986 0.003101028
## 86 87 88 89 90
## (Intercept) 0.083274396 0.120653379 0.095700399 0.114047253 0.089206477
## demo$dependents 0.001872503 -0.008108848 -0.003565858 0.007973007 -0.005628075
## 91 92 93 94 95
## (Intercept) 0.090418730 0.11253218 0.08347803 0.095243129 0.08347803
## demo$dependents -0.009240144 0.00813729 0.00500459 0.002862341 0.00500459
## 96 97 98 99 100
## (Intercept) 0.08347803 0.090418730 0.083139672 0.097010988 0.177600155
## demo$dependents 0.00500459 -0.009240144 0.001144151 0.006750758 0.008721531
## 101 102 103 104 105
## (Intercept) 0.090418730 0.090418730 0.083139672 0.08347803 0.088373168
## demo$dependents -0.009240144 -0.009240144 0.001144151 0.00500459 -0.002765992
## 106 107 108 109 110
## (Intercept) 0.09949826 0.097985772 0.134604263 0.089206477 0.097985772
## demo$dependents 0.00568340 -0.001250943 -0.007927132 -0.005628075 -0.001250943
## 111 112 113 114 115
## (Intercept) 0.090418730 0.08347803 0.133619833 0.151021387 0.176971176
## demo$dependents -0.009240144 0.00500459 0.008082367 0.009480585 0.008571524
## 116 117 118 119 120
## (Intercept) 0.08347803 0.090418730 0.097774885 0.236589653 0.08347803
## demo$dependents 0.00500459 -0.009240144 0.006506519 0.008358041 0.00500459
## 121 122 123 124 125
## (Intercept) 0.090418730 0.08347803 0.090418730 0.176971176 0.112530884
## demo$dependents -0.009240144 0.00500459 -0.009240144 0.008571524 -0.003802928
## 126 127 128 129 130
## (Intercept) 0.090418730 0.13979918 0.669347067 0.114829322 0.090418730
## demo$dependents -0.009240144 -0.01083956 0.005790813 0.007722958 -0.009240144
## 131 132 133 134 135
## (Intercept) 0.268317147 0.08347803 0.14012424 0.08347803 0.090418730
## demo$dependents 0.007110924 0.00500459 -0.01114886 0.00500459 -0.009240144
## 136 137 138 139 140
## (Intercept) 0.083139672 0.090418730 0.099251036 0.085080241 0.090418730
## demo$dependents 0.001144151 -0.009240144 0.006345534 -0.002466772 -0.009240144
## 141 142 143 144 145
## (Intercept) 0.176971176 0.090418730 0.090418730 0.140357622 0.083139672
## demo$dependents 0.008571524 -0.009240144 -0.009240144 0.006960153 0.001144151
## 146 147 148 149 150
## (Intercept) 0.090418730 0.08598639 0.669347067 0.08347803 0.150203073
## demo$dependents -0.009240144 -0.00533514 0.005790813 0.00500459 0.005051908
## 151 152 153 154 155
## (Intercept) 0.090418730 0.090418730 0.137068782 0.0947513599 0.097010988
## demo$dependents -0.009240144 -0.009240144 0.007266072 -0.0002168114 0.006750758
## 156 157 158 159 160
## (Intercept) 0.090418730 0.090418730 0.138733062 0.0947513599 0.12384523
## demo$dependents -0.009240144 -0.009240144 0.006447525 -0.0002168114 -0.01016093
## 161 162 163 164 165
## (Intercept) 0.08347803 0.08347803 0.08598639 0.272905765 0.08347803
## demo$dependents 0.00500459 0.00500459 -0.00533514 0.008230344 0.00500459
## 166 167 168 169 170
## (Intercept) 0.089077937 0.098692088 0.236589653 0.08347803 0.090418730
## demo$dependents -0.006323595 0.002549708 0.008358041 0.00500459 -0.009240144
## 171 172 173 174 175
## (Intercept) 0.090418730 0.102804501 0.206137143 0.08598639 0.185648412
## demo$dependents -0.009240144 -0.006835108 0.008505631 -0.00533514 0.008410639
## 176 177 178 179 180
## (Intercept) 0.0865088076 0.151021387 0.094496596 0.151021387 0.083639383
## demo$dependents 0.0008383717 0.009480585 0.003101028 0.009480585 -0.001758718
## 181 182 183 184 185
## (Intercept) 0.090418730 0.151021387 0.08598639 0.08598639 0.090418730
## demo$dependents -0.009240144 0.009480585 -0.00533514 -0.00533514 -0.009240144
## 186 187 188 189 190
## (Intercept) 0.090418730 0.084750188 0.14074410 0.090418730 0.090418730
## demo$dependents -0.009240144 0.001147527 -0.01134704 -0.009240144 -0.009240144
## 191 192 193 194 195
## (Intercept) 0.11253218 0.094634641 0.08347803 0.087670394 0.08347803
## demo$dependents 0.00813729 0.003846986 0.00500459 -0.005631689 0.00500459
## 196 197 198 199 200
## (Intercept) 0.08347803 0.095700399 0.18559734 0.097774885 0.097774885
## demo$dependents 0.00500459 -0.003565858 0.00726636 0.006506519 0.006506519
## 201 202 203 204
## (Intercept) 0.090418730 0.090418730 0.090418730 0.090418730
## demo$dependents -0.009240144 -0.009240144 -0.009240144 -0.009240144
## 205 206 207 208 209
## (Intercept) 0.118233678 0.08347803 0.088373168 0.083274396 0.090418730
## demo$dependents -0.007139947 0.00500459 -0.002765992 0.001872503 -0.009240144
## 210 211 212 213 214
## (Intercept) 0.083274396 0.08347803 0.085211800 0.151021387 0.089077937
## demo$dependents 0.001872503 0.00500459 -0.001755215 0.009480585 -0.006323595
## 215 216 217 218 219
## (Intercept) 0.090418730 0.090418730 0.090418730 0.095243129 0.15577083
## demo$dependents -0.009240144 -0.009240144 -0.009240144 0.002862341 -0.01170591
## 220 221 222 223 224
## (Intercept) 0.090418730 0.08347803 0.090418730 0.088373168 0.095700399
## demo$dependents -0.009240144 0.00500459 -0.009240144 -0.002765992 -0.003565858
## 225 226 227 228 229
## (Intercept) 0.268317147 0.116598662 0.0865088076 0.08347803 0.08347803
## demo$dependents 0.007110924 0.006878165 0.0008383717 0.00500459 0.00500459
## 230 231 232 233 234
## (Intercept) 0.133619833 0.214408247 0.086800750 0.090418730 0.090418730
## demo$dependents 0.008082367 0.007001394 -0.002769495 -0.009240144 -0.009240144
## 235 236 237 238 239
## (Intercept) 0.084750188 0.151021387 0.14029512 0.140376793 0.087670394
## demo$dependents 0.001147527 0.009480585 -0.01099813 0.006954024 -0.005631689
## 240 241 242 243 244
## (Intercept) 0.095381174 0.08347803 0.08347803 0.15577083 0.090418730
## demo$dependents 0.003608299 0.00500459 0.00500459 -0.01170591 -0.009240144
## 245 246 247 248 249
## (Intercept) 0.118424501 0.13378141 0.095381174 0.107074619 0.08347803
## demo$dependents 0.006253351 0.00436774 0.003608299 -0.009575361 0.00500459
## 250 251 252 253 254
## (Intercept) 0.090418730 0.15577083 0.090418730 0.097010988 0.15577083
## demo$dependents -0.009240144 -0.01170591 -0.009240144 0.006750758 -0.01170591
## 255 256 257 258 259
## (Intercept) 0.08347803 0.177695450 0.090418730 0.268317147 0.08347803
## demo$dependents 0.00500459 0.009441707 -0.009240144 0.007110924 0.00500459
## 260 261 262 263 264
## (Intercept) 0.268317147 0.085211800 0.236589653 0.236589653 0.090418730
## demo$dependents 0.007110924 -0.001755215 0.008358041 0.008358041 -0.009240144
## 265 266 267 268 269
## (Intercept) 0.090418730 0.090418730 0.08347803 0.090418730 1.119699e-01
## demo$dependents -0.009240144 -0.009240144 0.00500459 -0.009240144 -7.619253e-05
## 270 271 272 273 274
## (Intercept) 0.096147107 0.08598639 0.268317147 0.090418730 0.11253218
## demo$dependents 0.003104258 -0.00533514 0.007110924 -0.009240144 0.00813729
## 275 276 277 278 279
## (Intercept) 0.08598639 0.090418730 0.184126361 0.114301521 0.205493622
## demo$dependents -0.00533514 -0.009240144 0.007385566 0.007292497 0.008348571
## 280 281 282 283 284
## (Intercept) 0.114047253 0.090418730 0.090418730 0.083639383 0.083274396
## demo$dependents 0.007973007 -0.009240144 -0.009240144 -0.001758718 0.001872503
## 285 286 287 288 289
## (Intercept) 0.085080241 0.15577083 0.083639383 0.12463409 0.13979918
## demo$dependents -0.002466772 -0.01170591 -0.001758718 -0.01083178 -0.01083956
## 290 291 292 293 294
## (Intercept) 0.090418730 0.090418730 0.083139672 0.089077937 0.097774885
## demo$dependents -0.009240144 -0.009240144 0.001144151 -0.006323595 0.006506519
## 295 296 297 298 299
## (Intercept) 0.086932309 0.08347803 0.15577083 0.086932309 0.107074619
## demo$dependents -0.002057937 0.00500459 -0.01170591 -0.002057937 -0.009575361
## 300 301 302 303 304
## (Intercept) 0.090418730 0.08347803 0.090418730 0.115083590 0.096682310
## demo$dependents -0.009240144 0.00500459 -0.009240144 0.007042447 0.002704537
## 305 306 307 308 309
## (Intercept) 1.136204e-01 0.08598639 0.205417120 0.211107348 0.114047253
## demo$dependents -7.296284e-05 -0.00533514 0.007595577 0.006553706 0.007973007
## 310 311 312
## (Intercept) 0.09949826 0.090418730 0.210140987
## demo$dependents 0.00568340 -0.009240144 0.003268296
##
## $f.perms
## [,1]
## [1,] 0.9918139867
## [2,] 1.4765785265
## [3,] 0.1286535660
## [4,] 0.3854878669
## [5,] 1.4673163272
## [6,] 3.1468861948
## [7,] 1.9642215254
## [8,] 0.3690316229
## [9,] 0.2093049400
## [10,] 1.9068921233
## [11,] 0.7976718492
## [12,] 0.0990250169
## [13,] 0.1466854967
## [14,] 0.2182810284
## [15,] 1.4469880270
## [16,] 0.4623807239
## [17,] 0.4035002719
## [18,] -0.0775439977
## [19,] 0.1522428825
## [20,] 1.3959576551
## [21,] 0.2235458341
## [22,] 0.1489635268
## [23,] 0.1088109154
## [24,] 0.2491759033
## [25,] 0.1992237252
## [26,] 0.5330215619
## [27,] 1.2704269628
## [28,] 1.2202438402
## [29,] 3.5623654504
## [30,] 0.2608387446
## [31,] 0.1576869711
## [32,] 0.5953769694
## [33,] 0.5583567443
## [34,] 0.2696226867
## [35,] 0.4170831492
## [36,] 0.1248359834
## [37,] 0.5594978064
## [38,] 1.3097730005
## [39,] 0.6004964879
## [40,] 0.2694240707
## [41,] 0.4076941325
## [42,] 0.3036742762
## [43,] 0.5483042228
## [44,] 0.0377057598
## [45,] 3.0629237796
## [46,] 0.1461747963
## [47,] 0.2492936913
## [48,] 0.0999022713
## [49,] 1.7016338517
## [50,] 0.2957908143
## [51,] 12.3670472207
## [52,] 0.1437928322
## [53,] 0.3334800545
## [54,] 1.0895359849
## [55,] 1.0702262718
## [56,] 0.3122621030
## [57,] 0.1816325325
## [58,] 0.3054862075
## [59,] 0.6017314222
## [60,] 0.2339929999
## [61,] 0.6154605933
## [62,] -0.0494938258
## [63,] 0.1023562786
## [64,] 1.3267132560
## [65,] 0.8505334689
## [66,] 6.4287644502
## [67,] 3.5397080099
## [68,] 3.4393465161
## [69,] 0.2580046186
## [70,] 0.0717359384
## [71,] 0.2909821672
## [72,] 0.2962422943
## [73,] 0.0525803431
## [74,] 3.9221397987
## [75,] 5.1987646910
## [76,] 0.1830949183
## [77,] 0.6095638787
## [78,] 0.2846970612
## [79,] 0.2839951636
## [80,] 0.5536089345
## [81,] 1.4948137371
## [82,] 0.3144212175
## [83,] 0.3881604370
## [84,] 0.3008350406
## [85,] 1.3973597007
## [86,] 0.3682423911
## [87,] 1.2931375783
## [88,] 0.6741507233
## [89,] 1.0822569166
## [90,] 14.6235657145
## [91,] 1.9230909498
## [92,] 4.1483282511
## [93,] 0.1109687751
## [94,] 3.6584250609
## [95,] 0.2108903963
## [96,] -0.0066476544
## [97,] 0.7514811499
## [98,] 0.1353965409
## [99,] 0.1127214675
## [100,] 0.1424710006
## [101,] 0.4969939281
## [102,] 3.3915806744
## [103,] 1.0698370834
## [104,] 0.1286363048
## [105,] 0.3174668770
## [106,] 0.3923852902
## [107,] 0.7931283725
## [108,] 0.0046363199
## [109,] 0.1049018259
## [110,] 0.9323907111
## [111,] 0.3057274099
## [112,] 1.6022893864
## [113,] 0.2368387699
## [114,] 0.6148556367
## [115,] 8.3697585498
## [116,] 10.5494713665
## [117,] 0.0648906317
## [118,] 1.6924839123
## [119,] 0.8582255052
## [120,] 0.3482795574
## [121,] 0.2475537026
## [122,] 0.1672543801
## [123,] 7.7608822788
## [124,] 0.3116703131
## [125,] 0.2362878958
## [126,] 1.3100889361
## [127,] 1.2218542748
## [128,] 0.1653003920
## [129,] 0.1129534519
## [130,] 0.5895064895
## [131,] 1.2670764953
## [132,] 0.3438600677
## [133,] 0.3892920536
## [134,] 0.3283789441
## [135,] 0.2240767277
## [136,] -0.0237224494
## [137,] 0.3935341566
## [138,] 0.5951541913
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## [140,] 0.6104191593
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## [144,] 0.2717214562
## [145,] 0.2856678348
## [146,] 0.0739757744
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## [148,] 0.0996680246
## [149,] 1.2308095677
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## [157,] 0.2188266464
## [158,] 2.6311323923
## [159,] 0.0768980367
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## [161,] 0.3508348764
## [162,] 1.7906249612
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## [998,] 0.0937754202
## [999,] 0.2010660926
##
## $model.matrix
## (Intercept) demo$dependents
## 1 1 0
## 2 1 0
## 3 1 0
## 4 1 0
## 5 1 0
## 6 1 0
## 7 1 0
## 8 1 0
## 9 1 0
## 10 1 0
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## 29 1 5
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## 38 1 4
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## 48 1 0
## 49 1 0
## 50 1 0
## 51 1 0
## 52 1 1
## 53 1 0
## 54 1 0
## 55 1 0
## 56 1 0
## 57 1 1
## 58 1 0
## 59 1 0
## 60 1 0
## 61 1 0
## 62 1 0
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##
## $terms
## sci_comm_orient ~ demo$dependents
## attr(,"variables")
## list(sci_comm_orient, demo$dependents)
## attr(,"factors")
## demo$dependents
## sci_comm_orient 0
## demo$dependents 1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"
This shows that the differences in answers are not significant,
according to major.
Ultimately, what we can understand from all of this is that a
student’s number of dependents does not have a significant impact on the
the differences in answers in our questions.
In summary, let’s take a look at the running list we are making of
which questions were significant and not according to demographics: